Dataset info
| Number of variables | 52 |
|---|---|
| Number of observations | 58154 |
| Missing cells | 993938 (32.9%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 38.0 MiB |
| Average record size in memory | 684.9 B |
Variables types
| NUM | 47 |
|---|---|
| CAT | 5 |
Reproduction info
| Date of analysis | 2021-02-17 20:51:58.870063 |
|---|---|
| Version | pandas-profiling v2.4.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download Configuration | config.yaml |
Warnings
iso_code has a high cardinality: 192 distinct values | Warning |
continent has 682 (1.2%) missing values | Missing |
location has a high cardinality: 192 distinct values | Warning |
date only contains datetime values, but is categorical. Consider applying pd.to_datetime() | Type |
date has a high cardinality: 370 distinct values | Warning |
total_cases is highly skewed (γ1 = 20.63494246) | Skewed |
new_cases has 13359 (23.0%) zeros | Zeros |
new_cases_smoothed has 1505 (2.6%) missing values | Missing |
new_cases_smoothed has 4059 (7.0%) zeros | Zeros |
total_deaths has 8866 (15.2%) missing values | Missing |
new_deaths has 8867 (15.2%) missing values | Missing |
new_deaths has 21581 (37.1%) zeros | Zeros |
new_deaths_smoothed has 1505 (2.6%) missing values | Missing |
new_deaths_smoothed has 17852 (30.7%) zeros | Zeros |
total_cases_per_million has 876 (1.5%) missing values | Missing |
new_cases_per_million has 883 (1.5%) missing values | Missing |
new_cases_per_million has 13043 (22.4%) zeros | Zeros |
new_cases_smoothed_per_million has 1833 (3.2%) missing values | Missing |
new_cases_smoothed_per_million has 3788 (6.5%) zeros | Zeros |
total_deaths_per_million has 9186 (15.8%) missing values | Missing |
new_deaths_per_million has 9187 (15.8%) missing values | Missing |
new_deaths_per_million has 21273 (36.6%) zeros | Zeros |
new_deaths_smoothed_per_million has 1833 (3.2%) missing values | Missing |
new_deaths_smoothed_per_million has 17672 (30.4%) zeros | Zeros |
reproduction_rate has 13159 (22.6%) missing values | Missing |
icu_patients has 52082 (89.6%) missing values | Missing |
icu_patients_per_million has 52082 (89.6%) missing values | Missing |
hosp_patients has 51323 (88.3%) missing values | Missing |
hosp_patients_per_million has 51323 (88.3%) missing values | Missing |
weekly_icu_admissions has 57611 (99.1%) missing values | Missing |
weekly_icu_admissions_per_million has 57611 (99.1%) missing values | Missing |
weekly_hosp_admissions has 57277 (98.5%) missing values | Missing |
weekly_hosp_admissions_per_million has 57277 (98.5%) missing values | Missing |
new_tests has 31208 (53.7%) missing values | Missing |
total_tests has 31266 (53.8%) missing values | Missing |
total_tests_per_thousand has 31266 (53.8%) missing values | Missing |
new_tests_per_thousand has 31208 (53.7%) missing values | Missing |
new_tests_smoothed has 27957 (48.1%) missing values | Missing |
new_tests_smoothed_per_thousand has 27957 (48.1%) missing values | Missing |
positive_rate has 29659 (51.0%) missing values | Missing |
positive_rate has 906 (1.6%) zeros | Zeros |
tests_per_case has 30125 (51.8%) missing values | Missing |
tests_per_case is highly skewed (γ1 = 22.87433113) | Skewed |
tests_units has 26852 (46.2%) missing values | Missing |
total_vaccinations has 57974 (99.7%) missing values | Missing |
total_vaccinations_per_hundred has 57974 (99.7%) missing values | Missing |
stringency_index has 7238 (12.4%) missing values | Missing |
population_density has 1557 (2.7%) missing values | Missing |
median_age has 2819 (4.8%) missing values | Missing |
aged_65_older has 3463 (6.0%) missing values | Missing |
aged_70_older has 3133 (5.4%) missing values | Missing |
gdp_per_capita has 2803 (4.8%) missing values | Missing |
extreme_poverty has 20268 (34.9%) missing values | Missing |
cardiovasc_death_rate has 2223 (3.8%) missing values | Missing |
diabetes_prevalence has 1579 (2.7%) missing values | Missing |
female_smokers has 13980 (24.0%) missing values | Missing |
male_smokers has 14585 (25.1%) missing values | Missing |
handwashing_facilities has 30183 (51.9%) missing values | Missing |
hospital_beds_per_thousand has 6746 (11.6%) missing values | Missing |
life_expectancy has 630 (1.1%) missing values | Missing |
human_development_index has 2558 (4.4%) missing values | Missing |
| Distinct count | 192 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 333 |
| Missing (%) | 0.6% |
| Memory size | 454.5 KiB |
| MEX | 370 |
|---|---|
| THA | 367 |
| TWN | 355 |
| KOR | 350 |
| OWID_WRL | 349 |
| Other values (186) |
| Value | Count | Frequency (%) | |
| MEX | 370 | 0.6% | |
| THA | 367 | 0.6% | |
| TWN | 355 | 0.6% | |
| KOR | 350 | 0.6% | |
| OWID_WRL | 349 | 0.6% | |
| JPN | 349 | 0.6% | |
| USA | 349 | 0.6% | |
| CHN | 349 | 0.6% | |
| VNM | 348 | 0.6% | |
| SGP | 348 | 0.6% | |
| Other values (181) | 54287 | 93.4% |
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 682 |
| Missing (%) | 1.2% |
| Memory size | 454.5 KiB |
| Africa | |
|---|---|
| Asia | |
| Europe | |
| North America | |
| South America |
| Value | Count | Frequency (%) | |
| Africa | 15909 | 27.4% | |
| Asia | 14673 | 25.2% | |
| Europe | 14651 | 25.2% | |
| North America | 7008 | 12.1% | |
| South America | 3684 | 6.3% | |
| Oceania | 1547 | 2.7% | |
| (Missing) | 682 | 1.2% |
| Distinct count | 192 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 454.5 KiB |
| Mexico | 370 |
|---|---|
| Thailand | 367 |
| Taiwan | 355 |
| South Korea | 350 |
| United States | 349 |
| Other values (187) |
| Value | Count | Frequency (%) | |
| Mexico | 370 | 0.6% | |
| Thailand | 367 | 0.6% | |
| Taiwan | 355 | 0.6% | |
| South Korea | 350 | 0.6% | |
| United States | 349 | 0.6% | |
| Japan | 349 | 0.6% | |
| China | 349 | 0.6% | |
| World | 349 | 0.6% | |
| Singapore | 348 | 0.6% | |
| Vietnam | 348 | 0.6% | |
| Other values (182) | 54620 | 93.9% |
| Distinct count | 370 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 454.5 KiB |
| 2020-11-30 | 192 |
|---|---|
| 2020-11-28 | 191 |
| 2020-12-05 | 191 |
| 2020-11-29 | 191 |
| 2020-12-06 | 191 |
| Other values (365) |
| Value | Count | Frequency (%) | |
| 2020-11-30 | 192 | 0.3% | |
| 2020-11-28 | 191 | 0.3% | |
| 2020-12-05 | 191 | 0.3% | |
| 2020-11-29 | 191 | 0.3% | |
| 2020-12-06 | 191 | 0.3% | |
| 2020-12-20 | 191 | 0.3% | |
| 2020-12-01 | 191 | 0.3% | |
| 2020-12-18 | 191 | 0.3% | |
| 2020-12-10 | 191 | 0.3% | |
| 2020-12-12 | 191 | 0.3% | |
| Other values (360) | 56243 | 96.7% |
| Distinct count | 28187 |
|---|---|
| Unique (%) | 48.5% |
| Missing | 543 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 276762.4726 |
|---|---|
| Minimum | 1 |
| Maximum | 85672034 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 460 |
| median | 4779 |
| Q3 | 46654.5 |
| 95-th percentile | 516439 |
| Maximum | 85672034 |
| Range | 85672033 |
| Interquartile range (IQR) | 46194.5 |
Descriptive statistics
| Standard deviation | 2706325.18 |
|---|---|
| Coefficient of variation (CV) | 9.778512074 |
| Kurtosis | 498.2099692 |
| Mean | 276762.4726 |
| Median Absolute Deviation (MAD) | 458674.4442 |
| Skewness | 20.63494246 |
| Sum | 1.594456281e+10 |
| Variance | 7.324195981e+12 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 868 | 1.5% | |
| 2 | 368 | 0.6% | |
| 18 | 321 | 0.6% | |
| 24 | 300 | 0.5% | |
| 3 | 298 | 0.5% | |
| 19 | 290 | 0.5% | |
| 12 | 290 | 0.5% | |
| 721 | 285 | 0.5% | |
| 16 | 260 | 0.4% | |
| 4 | 257 | 0.4% | |
| Other values (28176) | 54074 | 93.0% | |
| (Missing) | 543 | 0.9% |
| Value | Count | Frequency (%) | |
| 1 | 868 | 1.5% | |
| 2 | 368 | 0.6% | |
| 3 | 298 | 0.5% | |
| 4 | 257 | 0.4% | |
| 5 | 161 | 0.3% |
| Value | Count | Frequency (%) | |
| 85672034 | 1 | < 0.1% | |
| 85122080 | 1 | < 0.1% | |
| 84586904 | 1 | < 0.1% | |
| 83963772 | 1 | < 0.1% | |
| 83424446 | 1 | < 0.1% |
| Distinct count | 6830 |
|---|---|
| Unique (%) | 11.7% |
| Missing | 550 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2945.854524 |
|---|---|
| Minimum | -46076 |
| Maximum | 756739 |
| Zeros | 13359 |
| Zeros (%) | 23.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | -46076 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 39 |
| Q3 | 448 |
| 95-th percentile | 6007.85 |
| Maximum | 756739 |
| Range | 802815 |
| Interquartile range (IQR) | 447 |
Descriptive statistics
| Standard deviation | 26117.61919 |
|---|---|
| Coefficient of variation (CV) | 8.86588899 |
| Kurtosis | 381.4424422 |
| Mean | 2945.854524 |
| Median Absolute Deviation (MAD) | 4919.022527 |
| Skewness | 18.04685848 |
| Sum | 169693004 |
| Variance | 682130032.3 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 13359 | 23.0% | |
| 1 | 2037 | 3.5% | |
| 2 | 1333 | 2.3% | |
| 3 | 1014 | 1.7% | |
| 4 | 842 | 1.4% | |
| 5 | 727 | 1.3% | |
| 6 | 667 | 1.1% | |
| 7 | 597 | 1.0% | |
| 8 | 522 | 0.9% | |
| 9 | 458 | 0.8% | |
| Other values (6819) | 36048 | 62.0% | |
| (Missing) | 550 | 0.9% |
| Value | Count | Frequency (%) | |
| -46076 | 1 | < 0.1% | |
| -17074 | 1 | < 0.1% | |
| -10034 | 1 | < 0.1% | |
| -7953 | 1 | < 0.1% | |
| -3491 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 756739 | 1 | < 0.1% | |
| 736424 | 1 | < 0.1% | |
| 733791 | 1 | < 0.1% | |
| 717608 | 1 | < 0.1% | |
| 716166 | 1 | < 0.1% |
| Distinct count | 14166 |
|---|---|
| Unique (%) | 24.4% |
| Missing | 1505 |
| Missing (%) | 2.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2933.585768 |
|---|---|
| Minimum | -1121.714 |
| Maximum | 646630.286 |
| Zeros | 4059 |
| Zeros (%) | 7.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | -1121.714 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.143 |
| median | 48.143 |
| Q3 | 488.857 |
| 95-th percentile | 6095.6286 |
| Maximum | 646630.286 |
| Range | 647752 |
| Interquartile range (IQR) | 484.714 |
Descriptive statistics
| Standard deviation | 25725.56863 |
|---|---|
| Coefficient of variation (CV) | 8.769325551 |
| Kurtosis | 365.4086586 |
| Mean | 2933.585768 |
| Median Absolute Deviation (MAD) | 4868.591957 |
| Skewness | 17.77285139 |
| Sum | 166184700.2 |
| Variance | 661804881.5 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 4059 | 7.0% | |
| 0.143 | 1329 | 2.3% | |
| 0.286 | 930 | 1.6% | |
| 0.429 | 745 | 1.3% | |
| 0.714 | 586 | 1.0% | |
| 0.571 | 537 | 0.9% | |
| 0.857 | 485 | 0.8% | |
| 1 | 438 | 0.8% | |
| 1.143 | 403 | 0.7% | |
| 1.286 | 395 | 0.7% | |
| Other values (14155) | 46742 | 80.4% | |
| (Missing) | 1505 | 2.6% |
| Value | Count | Frequency (%) | |
| -1121.714 | 1 | < 0.1% | |
| -838.714 | 1 | < 0.1% | |
| -697.429 | 1 | < 0.1% | |
| -599 | 1 | < 0.1% | |
| -525 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 646630.286 | 1 | < 0.1% | |
| 644040.714 | 1 | < 0.1% | |
| 643482.429 | 1 | < 0.1% | |
| 643093.857 | 1 | < 0.1% | |
| 641389.429 | 1 | < 0.1% |
| Distinct count | 9713 |
|---|---|
| Unique (%) | 16.7% |
| Missing | 8866 |
| Missing (%) | 15.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9359.127942 |
|---|---|
| Minimum | 1 |
| Maximum | 1853334 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 26 |
| median | 145 |
| Q3 | 1298 |
| 95-th percentile | 28439.25 |
| Maximum | 1853334 |
| Range | 1853333 |
| Interquartile range (IQR) | 1272 |
Descriptive statistics
| Standard deviation | 74122.3854 |
|---|---|
| Coefficient of variation (CV) | 7.919796146 |
| Kurtosis | 300.4363357 |
| Mean | 9359.127942 |
| Median Absolute Deviation (MAD) | 15457.08547 |
| Skewness | 16.15415715 |
| Sum | 461292698 |
| Variance | 5494128017 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 1780 | 3.1% | |
| 3 | 1112 | 1.9% | |
| 7 | 1080 | 1.9% | |
| 2 | 1065 | 1.8% | |
| 10 | 820 | 1.4% | |
| 4 | 575 | 1.0% | |
| 15 | 553 | 1.0% | |
| 6 | 498 | 0.9% | |
| 9 | 473 | 0.8% | |
| 8 | 437 | 0.8% | |
| Other values (9702) | 40895 | 70.3% | |
| (Missing) | 8866 | 15.2% |
| Value | Count | Frequency (%) | |
| 1 | 1780 | 3.1% | |
| 2 | 1065 | 1.8% | |
| 3 | 1112 | 1.9% | |
| 4 | 575 | 1.0% | |
| 5 | 423 | 0.7% |
| Value | Count | Frequency (%) | |
| 1853334 | 1 | < 0.1% | |
| 1843135 | 1 | < 0.1% | |
| 1835788 | 1 | < 0.1% | |
| 1827540 | 1 | < 0.1% | |
| 1818116 | 1 | < 0.1% |
| Distinct count | 1385 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 8867 |
| Missing (%) | 15.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.20380628 |
|---|---|
| Minimum | -1918 |
| Maximum | 15525 |
| Zeros | 21581 |
| Zeros (%) | 37.1% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | -1918 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 11 |
| 95-th percentile | 196 |
| Maximum | 15525 |
| Range | 17443 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 547.0713453 |
|---|---|
| Coefficient of variation (CV) | 7.274516708 |
| Kurtosis | 257.4937082 |
| Mean | 75.20380628 |
| Median Absolute Deviation (MAD) | 124.7002703 |
| Skewness | 14.58260537 |
| Sum | 3706570 |
| Variance | 299287.0568 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 21581 | 37.1% | |
| 1 | 4603 | 7.9% | |
| 2 | 2618 | 4.5% | |
| 3 | 1825 | 3.1% | |
| 4 | 1484 | 2.6% | |
| 5 | 1168 | 2.0% | |
| 6 | 972 | 1.7% | |
| 7 | 756 | 1.3% | |
| 8 | 739 | 1.3% | |
| 9 | 574 | 1.0% | |
| Other values (1374) | 12967 | 22.3% | |
| (Missing) | 8867 | 15.2% |
| Value | Count | Frequency (%) | |
| -1918 | 1 | < 0.1% | |
| -443 | 1 | < 0.1% | |
| -217 | 1 | < 0.1% | |
| -117 | 1 | < 0.1% | |
| -106 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 15525 | 1 | < 0.1% | |
| 15093 | 1 | < 0.1% | |
| 14459 | 1 | < 0.1% | |
| 13963 | 1 | < 0.1% | |
| 13608 | 1 | < 0.1% |
| Distinct count | 3400 |
|---|---|
| Unique (%) | 5.8% |
| Missing | 1505 |
| Missing (%) | 2.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.41851164 |
|---|---|
| Minimum | -232.143 |
| Maximum | 11670.429 |
| Zeros | 17852 |
| Zeros (%) | 30.7% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | -232.143 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.714 |
| Q3 | 7.857 |
| 95-th percentile | 165.714 |
| Maximum | 11670.429 |
| Range | 11902.572 |
| Interquartile range (IQR) | 7.857 |
Descriptive statistics
| Standard deviation | 493.2511686 |
|---|---|
| Coefficient of variation (CV) | 7.656978654 |
| Kurtosis | 260.3682267 |
| Mean | 64.41851164 |
| Median Absolute Deviation (MAD) | 107.8926154 |
| Skewness | 14.93794522 |
| Sum | 3649244.266 |
| Variance | 243296.7153 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 17852 | 30.7% | |
| 0.143 | 4456 | 7.7% | |
| 0.286 | 2648 | 4.6% | |
| 0.429 | 1867 | 3.2% | |
| 0.571 | 1396 | 2.4% | |
| 0.714 | 1065 | 1.8% | |
| 0.857 | 846 | 1.5% | |
| 1 | 760 | 1.3% | |
| 1.143 | 657 | 1.1% | |
| 1.429 | 623 | 1.1% | |
| Other values (3389) | 24479 | 42.1% | |
| (Missing) | 1505 | 2.6% |
| Value | Count | Frequency (%) | |
| -232.143 | 1 | < 0.1% | |
| -221.857 | 1 | < 0.1% | |
| -215.286 | 1 | < 0.1% | |
| -125 | 1 | < 0.1% | |
| -117.286 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 11670.429 | 1 | < 0.1% | |
| 11662.857 | 1 | < 0.1% | |
| 11592 | 1 | < 0.1% | |
| 11531.143 | 1 | < 0.1% | |
| 11489 | 1 | < 0.1% |
| Distinct count | 43298 |
|---|---|
| Unique (%) | 74.5% |
| Missing | 876 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4724.828669 |
|---|---|
| Minimum | 0.001 |
| Maximum | 106762.441 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 1.4 |
| Q1 | 94.2575 |
| median | 721.133 |
| Q3 | 4512.664 |
| 95-th percentile | 25182.1001 |
| Maximum | 106762.441 |
| Range | 106762.44 |
| Interquartile range (IQR) | 4418.4065 |
Descriptive statistics
| Standard deviation | 9610.07612 |
|---|---|
| Coefficient of variation (CV) | 2.033952296 |
| Kurtosis | 16.31703873 |
| Mean | 4724.828669 |
| Median Absolute Deviation (MAD) | 5897.718507 |
| Skewness | 3.533165854 |
| Sum | 270628736.5 |
| Variance | 92353563.03 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 8.521 | 242 | 0.4% | |
| 14833.127 | 159 | 0.3% | |
| 2.611 | 105 | 0.2% | |
| 18.203 | 102 | 0.2% | |
| 322.298 | 92 | 0.2% | |
| 111.857 | 82 | 0.1% | |
| 250.031 | 81 | 0.1% | |
| 33374.536 | 80 | 0.1% | |
| 0.034 | 77 | 0.1% | |
| 20.079 | 76 | 0.1% | |
| Other values (43287) | 56182 | 96.6% | |
| (Missing) | 876 | 1.5% |
| Value | Count | Frequency (%) | |
| 0.001 | 4 | < 0.1% | |
| 0.002 | 28 | < 0.1% | |
| 0.003 | 2 | < 0.1% | |
| 0.004 | 2 | < 0.1% | |
| 0.005 | 13 | < 0.1% |
| Value | Count | Frequency (%) | |
| 106762.441 | 1 | < 0.1% | |
| 106024.72 | 1 | < 0.1% | |
| 105688.216 | 1 | < 0.1% | |
| 105054.035 | 1 | < 0.1% | |
| 104173.947 | 1 | < 0.1% |
| Distinct count | 24461 |
|---|---|
| Unique (%) | 42.1% |
| Missing | 883 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.68472559 |
|---|---|
| Minimum | -2153.437 |
| Maximum | 8652.658 |
| Zeros | 13043 |
| Zeros (%) | 22.4% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | -2153.437 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.06 |
| median | 4.462 |
| Q3 | 39.861 |
| 95-th percentile | 269.8095 |
| Maximum | 8652.658 |
| Range | 10806.095 |
| Interquartile range (IQR) | 39.801 |
Descriptive statistics
| Standard deviation | 157.9396468 |
|---|---|
| Coefficient of variation (CV) | 2.88818578 |
| Kurtosis | 375.6176407 |
| Mean | 54.68472559 |
| Median Absolute Deviation (MAD) | 73.80687681 |
| Skewness | 11.54291772 |
| Sum | 3131848.919 |
| Variance | 24944.93204 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 13043 | 22.4% | |
| 0.207 | 74 | 0.1% | |
| 0.042 | 69 | 0.1% | |
| 0.084 | 68 | 0.1% | |
| 3.48 | 67 | 0.1% | |
| 0.01 | 66 | 0.1% | |
| 0.041 | 60 | 0.1% | |
| 0.06 | 51 | 0.1% | |
| 0.305 | 51 | 0.1% | |
| 0.061 | 50 | 0.1% | |
| Other values (24450) | 43672 | 75.1% | |
| (Missing) | 883 | 1.5% |
| Value | Count | Frequency (%) | |
| -2153.437 | 1 | < 0.1% | |
| -705.891 | 1 | < 0.1% | |
| -559.844 | 1 | < 0.1% | |
| -450.772 | 1 | < 0.1% | |
| -305.779 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8652.658 | 2 | < 0.1% | |
| 3869.799 | 1 | < 0.1% | |
| 3714.489 | 1 | < 0.1% | |
| 3708.282 | 1 | < 0.1% | |
| 3475.672 | 1 | < 0.1% |
| Distinct count | 27680 |
|---|---|
| Unique (%) | 47.6% |
| Missing | 1833 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.42080029 |
|---|---|
| Minimum | -276.825 |
| Maximum | 2648.773 |
| Zeros | 3788 |
| Zeros (%) | 6.5% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | -276.825 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.759 |
| median | 5.934 |
| Q3 | 44.358 |
| 95-th percentile | 273.717 |
| Maximum | 2648.773 |
| Range | 2925.598 |
| Interquartile range (IQR) | 43.599 |
Descriptive statistics
| Standard deviation | 129.4206659 |
|---|---|
| Coefficient of variation (CV) | 2.378147054 |
| Kurtosis | 32.92779098 |
| Mean | 54.42080029 |
| Median Absolute Deviation (MAD) | 70.99223814 |
| Skewness | 4.719032989 |
| Sum | 3065033.893 |
| Variance | 16749.70876 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 3788 | 6.5% | |
| 0.024 | 91 | 0.2% | |
| 0.009 | 87 | 0.1% | |
| 0.327 | 84 | 0.1% | |
| 0.059 | 81 | 0.1% | |
| 0.026 | 81 | 0.1% | |
| 0.043 | 78 | 0.1% | |
| 0.018 | 78 | 0.1% | |
| 0.017 | 78 | 0.1% | |
| 0.006 | 75 | 0.1% | |
| Other values (27669) | 51800 | 89.1% | |
| (Missing) | 1833 | 3.2% |
| Value | Count | Frequency (%) | |
| -276.825 | 1 | < 0.1% | |
| -269.978 | 1 | < 0.1% | |
| -266.783 | 1 | < 0.1% | |
| -262.447 | 1 | < 0.1% | |
| -259.481 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2648.773 | 2 | < 0.1% | |
| 2472.188 | 2 | < 0.1% | |
| 1536.03 | 1 | < 0.1% | |
| 1526.243 | 1 | < 0.1% | |
| 1505.362 | 1 | < 0.1% |
| Distinct count | 24797 |
|---|---|
| Unique (%) | 42.6% |
| Missing | 9186 |
| Missing (%) | 15.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.4972271 |
|---|---|
| Minimum | 0.001 |
| Maximum | 1826.861 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.269 |
| Q1 | 4.467 |
| median | 22.648 |
| Q3 | 110.55125 |
| 95-th percentile | 660.34035 |
| Maximum | 1826.861 |
| Range | 1826.86 |
| Interquartile range (IQR) | 106.08425 |
Descriptive statistics
| Standard deviation | 228.9649924 |
|---|---|
| Coefficient of variation (CV) | 1.869144288 |
| Kurtosis | 8.428301365 |
| Mean | 122.4972271 |
| Median Absolute Deviation (MAD) | 150.4519249 |
| Skewness | 2.784491195 |
| Sum | 5998444.219 |
| Variance | 52424.96774 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.352 | 290 | 0.5% | |
| 0.084 | 266 | 0.5% | |
| 7.863 | 254 | 0.4% | |
| 24.359 | 252 | 0.4% | |
| 0.294 | 244 | 0.4% | |
| 30.635 | 212 | 0.4% | |
| 26.221 | 209 | 0.4% | |
| 6.857 | 204 | 0.4% | |
| 8.05 | 189 | 0.3% | |
| 1237.551 | 179 | 0.3% | |
| Other values (24786) | 46669 | 80.3% | |
| (Missing) | 9186 | 15.8% |
| Value | Count | Frequency (%) | |
| 0.001 | 6 | < 0.1% | |
| 0.002 | 4 | < 0.1% | |
| 0.003 | 5 | < 0.1% | |
| 0.004 | 3 | < 0.1% | |
| 0.005 | 10 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1826.861 | 1 | < 0.1% | |
| 1738.464 | 6 | < 0.1% | |
| 1704.112 | 1 | < 0.1% | |
| 1699.884 | 1 | < 0.1% | |
| 1694.966 | 1 | < 0.1% |
| Distinct count | 4902 |
|---|---|
| Unique (%) | 8.4% |
| Missing | 9187 |
| Missing (%) | 15.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.158343844 |
|---|---|
| Minimum | -76.445 |
| Maximum | 218.329 |
| Zeros | 21273 |
| Zeros (%) | 36.6% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | -76.445 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.067 |
| Q3 | 0.8125 |
| 95-th percentile | 5.7977 |
| Maximum | 218.329 |
| Range | 294.774 |
| Interquartile range (IQR) | 0.8125 |
Descriptive statistics
| Standard deviation | 3.762977458 |
|---|---|
| Coefficient of variation (CV) | 3.248584156 |
| Kurtosis | 558.4732854 |
| Mean | 1.158343844 |
| Median Absolute Deviation (MAD) | 1.59534453 |
| Skewness | 15.69109073 |
| Sum | 56720.623 |
| Variance | 14.15999935 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 21273 | 36.6% | |
| 0.588 | 136 | 0.2% | |
| 0.347 | 134 | 0.2% | |
| 0.032 | 123 | 0.2% | |
| 0.288 | 122 | 0.2% | |
| 0.202 | 118 | 0.2% | |
| 0.101 | 116 | 0.2% | |
| 0.196 | 114 | 0.2% | |
| 0.099 | 113 | 0.2% | |
| 0.147 | 108 | 0.2% | |
| Other values (4891) | 26610 | 45.8% | |
| (Missing) | 9187 | 15.8% |
| Value | Count | Frequency (%) | |
| -76.445 | 1 | < 0.1% | |
| -67.901 | 1 | < 0.1% | |
| -41.023 | 1 | < 0.1% | |
| -12.248 | 1 | < 0.1% | |
| -10.095 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 218.329 | 1 | < 0.1% | |
| 176.793 | 1 | < 0.1% | |
| 141.865 | 1 | < 0.1% | |
| 125.653 | 1 | < 0.1% | |
| 117.888 | 1 | < 0.1% |
| Distinct count | 5981 |
|---|---|
| Unique (%) | 10.3% |
| Missing | 1833 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9838497896 |
|---|---|
| Minimum | -10.921 |
| Maximum | 63.14 |
| Zeros | 17672 |
| Zeros (%) | 30.4% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | -10.921 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.074 |
| Q3 | 0.686 |
| 95-th percentile | 5.226 |
| Maximum | 63.14 |
| Range | 74.061 |
| Interquartile range (IQR) | 0.686 |
Descriptive statistics
| Standard deviation | 2.572956105 |
|---|---|
| Coefficient of variation (CV) | 2.615192006 |
| Kurtosis | 56.34202901 |
| Mean | 0.9838497896 |
| Median Absolute Deviation (MAD) | 1.344758489 |
| Skewness | 5.735084004 |
| Sum | 55411.404 |
| Variance | 6.62010312 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 17672 | 30.4% | |
| 0.026 | 339 | 0.6% | |
| 0.011 | 336 | 0.6% | |
| 0.022 | 336 | 0.6% | |
| 0.013 | 309 | 0.5% | |
| 0.007 | 281 | 0.5% | |
| 0.009 | 276 | 0.5% | |
| 0.005 | 262 | 0.5% | |
| 0.015 | 237 | 0.4% | |
| 0.016 | 233 | 0.4% | |
| Other values (5970) | 36040 | 62.0% | |
| (Missing) | 1833 | 3.2% |
| Value | Count | Frequency (%) | |
| -10.921 | 7 | < 0.1% | |
| -9.656 | 3 | < 0.1% | |
| -9.613 | 2 | < 0.1% | |
| -9.591 | 1 | < 0.1% | |
| -9.547 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 63.14 | 2 | < 0.1% | |
| 58.931 | 1 | < 0.1% | |
| 54.722 | 1 | < 0.1% | |
| 42.094 | 4 | < 0.1% | |
| 37.884 | 4 | < 0.1% |
| Distinct count | 356 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 13159 |
| Missing (%) | 22.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.039730192 |
|---|---|
| Minimum | -0.01 |
| Maximum | 6.74 |
| Zeros | 408 |
| Zeros (%) | 0.7% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | -0.01 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.88 |
| median | 1.04 |
| Q3 | 1.2 |
| 95-th percentile | 1.56 |
| Maximum | 6.74 |
| Range | 6.75 |
| Interquartile range (IQR) | 0.32 |
Descriptive statistics
| Standard deviation | 0.373144665 |
|---|---|
| Coefficient of variation (CV) | 0.3588860531 |
| Kurtosis | 11.05718531 |
| Mean | 1.039730192 |
| Median Absolute Deviation (MAD) | 0.2480898122 |
| Skewness | 1.117941988 |
| Sum | 46782.66 |
| Variance | 0.139236941 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1.03 | 978 | 1.7% | |
| 1.06 | 965 | 1.7% | |
| 1.04 | 939 | 1.6% | |
| 1.05 | 891 | 1.5% | |
| 1 | 823 | 1.4% | |
| 1.01 | 803 | 1.4% | |
| 1.1 | 796 | 1.4% | |
| 1.13 | 782 | 1.3% | |
| 1.07 | 779 | 1.3% | |
| 1.11 | 771 | 1.3% | |
| Other values (345) | 36468 | 62.7% | |
| (Missing) | 13159 | 22.6% |
| Value | Count | Frequency (%) | |
| -0.01 | 1 | < 0.1% | |
| 0 | 408 | 0.7% | |
| 0.01 | 59 | 0.1% | |
| 0.02 | 25 | < 0.1% | |
| 0.03 | 25 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6.74 | 1 | < 0.1% | |
| 6.69 | 1 | < 0.1% | |
| 6.14 | 1 | < 0.1% | |
| 6.07 | 1 | < 0.1% | |
| 5.57 | 1 | < 0.1% |
| Distinct count | 1683 |
|---|---|
| Unique (%) | 2.9% |
| Missing | 52082 |
| Missing (%) | 89.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 899.0492424 |
|---|---|
| Minimum | 0 |
| Maximum | 23069 |
| Zeros | 424 |
| Zeros (%) | 0.7% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 11 |
| median | 76 |
| Q3 | 521 |
| 95-th percentile | 4946.65 |
| Maximum | 23069 |
| Range | 23069 |
| Interquartile range (IQR) | 510 |
Descriptive statistics
| Standard deviation | 2496.906889 |
|---|---|
| Coefficient of variation (CV) | 2.777274893 |
| Kurtosis | 30.96075709 |
| Mean | 899.0492424 |
| Median Absolute Deviation (MAD) | 1237.800616 |
| Skewness | 5.069537601 |
| Sum | 5459027 |
| Variance | 6234544.012 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 424 | 0.7% | |
| 1 | 224 | 0.4% | |
| 2 | 189 | 0.3% | |
| 3 | 146 | 0.3% | |
| 4 | 111 | 0.2% | |
| 6 | 82 | 0.1% | |
| 5 | 79 | 0.1% | |
| 11 | 68 | 0.1% | |
| 9 | 60 | 0.1% | |
| 10 | 59 | 0.1% | |
| Other values (1672) | 4630 | 8.0% | |
| (Missing) | 52082 | 89.6% |
| Value | Count | Frequency (%) | |
| 0 | 424 | 0.7% | |
| 1 | 224 | 0.4% | |
| 2 | 189 | 0.3% | |
| 3 | 146 | 0.3% | |
| 4 | 111 | 0.2% |
| Value | Count | Frequency (%) | |
| 23069 | 1 | < 0.1% | |
| 22843 | 1 | < 0.1% | |
| 22607 | 1 | < 0.1% | |
| 22592 | 1 | < 0.1% | |
| 22489 | 1 | < 0.1% |
| Distinct count | 3259 |
|---|---|
| Unique (%) | 5.6% |
| Missing | 52082 |
| Missing (%) | 89.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.87729216 |
|---|---|
| Minimum | 0 |
| Maximum | 127.183 |
| Zeros | 424 |
| Zeros (%) | 0.7% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.265 |
| median | 7.519 |
| Q3 | 24.8575 |
| 95-th percentile | 66.81435 |
| Maximum | 127.183 |
| Range | 127.183 |
| Interquartile range (IQR) | 22.5925 |
Descriptive statistics
| Standard deviation | 23.05376079 |
|---|---|
| Coefficient of variation (CV) | 1.28955552 |
| Kurtosis | 3.314166803 |
| Mean | 17.87729216 |
| Median Absolute Deviation (MAD) | 17.28163142 |
| Skewness | 1.862627006 |
| Sum | 108550.918 |
| Variance | 531.4758864 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 424 | 0.7% | |
| 0.754 | 56 | 0.1% | |
| 1.508 | 42 | 0.1% | |
| 2.283 | 39 | 0.1% | |
| 1.142 | 34 | 0.1% | |
| 1.598 | 33 | 0.1% | |
| 3.195 | 30 | 0.1% | |
| 4.793 | 29 | < 0.1% | |
| 2.265 | 28 | < 0.1% | |
| 1.443 | 28 | < 0.1% | |
| Other values (3248) | 5329 | 9.2% | |
| (Missing) | 52082 | 89.6% |
| Value | Count | Frequency (%) | |
| 0 | 424 | 0.7% | |
| 0.015 | 10 | < 0.1% | |
| 0.026 | 1 | < 0.1% | |
| 0.031 | 1 | < 0.1% | |
| 0.053 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 127.183 | 1 | < 0.1% | |
| 126.838 | 2 | < 0.1% | |
| 126.32 | 1 | < 0.1% | |
| 126.234 | 1 | < 0.1% | |
| 125.889 | 1 | < 0.1% |
| Distinct count | 2872 |
|---|---|
| Unique (%) | 4.9% |
| Missing | 51323 |
| Missing (%) | 88.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4642.238764 |
|---|---|
| Minimum | 0 |
| Maximum | 125220 |
| Zeros | 173 |
| Zeros (%) | 0.3% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 40 |
| median | 264 |
| Q3 | 2205 |
| 95-th percentile | 29826 |
| Maximum | 125220 |
| Range | 125220 |
| Interquartile range (IQR) | 2165 |
Descriptive statistics
| Standard deviation | 12556.02502 |
|---|---|
| Coefficient of variation (CV) | 2.70473486 |
| Kurtosis | 29.65357423 |
| Mean | 4642.238764 |
| Median Absolute Deviation (MAD) | 6664.711573 |
| Skewness | 4.787463602 |
| Sum | 31711133 |
| Variance | 157653764.2 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 173 | 0.3% | |
| 6 | 88 | 0.2% | |
| 4 | 87 | 0.1% | |
| 1 | 81 | 0.1% | |
| 7 | 77 | 0.1% | |
| 5 | 71 | 0.1% | |
| 3 | 60 | 0.1% | |
| 2 | 60 | 0.1% | |
| 9 | 58 | 0.1% | |
| 8 | 54 | 0.1% | |
| Other values (2861) | 6022 | 10.4% | |
| (Missing) | 51323 | 88.3% |
| Value | Count | Frequency (%) | |
| 0 | 173 | 0.3% | |
| 1 | 81 | 0.1% | |
| 2 | 60 | 0.1% | |
| 3 | 60 | 0.1% | |
| 4 | 87 | 0.1% |
| Value | Count | Frequency (%) | |
| 125220 | 1 | < 0.1% | |
| 124693 | 1 | < 0.1% | |
| 121235 | 1 | < 0.1% | |
| 120151 | 1 | < 0.1% | |
| 119463 | 1 | < 0.1% |
| Distinct count | 4791 |
|---|---|
| Unique (%) | 8.2% |
| Missing | 51323 |
| Missing (%) | 88.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 112.0736441 |
|---|---|
| Minimum | 0 |
| Maximum | 922.018 |
| Zeros | 173 |
| Zeros (%) | 0.3% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.291 |
| Q1 | 10.582 |
| median | 42.242 |
| Q3 | 127.434 |
| 95-th percentile | 489.598 |
| Maximum | 922.018 |
| Range | 922.018 |
| Interquartile range (IQR) | 116.852 |
Descriptive statistics
| Standard deviation | 162.130824 |
|---|---|
| Coefficient of variation (CV) | 1.44664542 |
| Kurtosis | 4.106486446 |
| Mean | 112.0736441 |
| Median Absolute Deviation (MAD) | 116.7274432 |
| Skewness | 2.091654133 |
| Sum | 765575.063 |
| Variance | 26286.40408 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 173 | 0.3% | |
| 2.93 | 35 | 0.1% | |
| 4.567 | 23 | < 0.1% | |
| 3.015 | 20 | < 0.1% | |
| 5.861 | 18 | < 0.1% | |
| 3.711 | 18 | < 0.1% | |
| 7.992 | 17 | < 0.1% | |
| 1.59 | 17 | < 0.1% | |
| 2.651 | 16 | < 0.1% | |
| 2.121 | 15 | < 0.1% | |
| Other values (4780) | 6479 | 11.1% | |
| (Missing) | 51323 | 88.3% |
| Value | Count | Frequency (%) | |
| 0 | 173 | 0.3% | |
| 0.015 | 2 | < 0.1% | |
| 0.031 | 1 | < 0.1% | |
| 0.061 | 2 | < 0.1% | |
| 0.092 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 922.018 | 1 | < 0.1% | |
| 910.263 | 1 | < 0.1% | |
| 906.589 | 1 | < 0.1% | |
| 900.345 | 1 | < 0.1% | |
| 899.243 | 1 | < 0.1% |
| Distinct count | 401 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 57611 |
| Missing (%) | 99.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 387.5643076 |
|---|---|
| Minimum | 0 |
| Maximum | 10301.189 |
| Zeros | 35 |
| Zeros (%) | 0.1% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.908 |
| median | 33.044 |
| Q3 | 280.6995 |
| 95-th percentile | 1643.2353 |
| Maximum | 10301.189 |
| Range | 10301.189 |
| Interquartile range (IQR) | 275.7915 |
Descriptive statistics
| Standard deviation | 1063.174332 |
|---|---|
| Coefficient of variation (CV) | 2.743220444 |
| Kurtosis | 42.29022155 |
| Mean | 387.5643076 |
| Median Absolute Deviation (MAD) | 515.7954059 |
| Skewness | 5.857250706 |
| Sum | 210447.419 |
| Variance | 1130339.66 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 35 | 0.1% | |
| 1.001 | 8 | < 0.1% | |
| 0.895 | 7 | < 0.1% | |
| 1 | 5 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 1.007 | 4 | < 0.1% | |
| 2.997 | 4 | < 0.1% | |
| 1.944 | 4 | < 0.1% | |
| 7.898 | 4 | < 0.1% | |
| 0.982 | 4 | < 0.1% | |
| Other values (390) | 463 | 0.8% | |
| (Missing) | 57611 | 99.1% |
| Value | Count | Frequency (%) | |
| 0 | 35 | 0.1% | |
| 0.895 | 7 | < 0.1% | |
| 0.982 | 4 | < 0.1% | |
| 0.999 | 4 | < 0.1% | |
| 1 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10301.189 | 1 | < 0.1% | |
| 10003.748 | 1 | < 0.1% | |
| 9129.634 | 1 | < 0.1% | |
| 7347.008 | 1 | < 0.1% | |
| 7310.587 | 1 | < 0.1% |
| Distinct count | 395 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 57611 |
| Missing (%) | 99.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.13189134 |
|---|---|
| Minimum | 0 |
| Maximum | 888.829 |
| Zeros | 35 |
| Zeros (%) | 0.1% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.1685 |
| median | 3.191 |
| Q3 | 13.1735 |
| 95-th percentile | 65.3463 |
| Maximum | 888.829 |
| Range | 888.829 |
| Interquartile range (IQR) | 12.005 |
Descriptive statistics
| Standard deviation | 84.50660188 |
|---|---|
| Coefficient of variation (CV) | 3.653250857 |
| Kurtosis | 62.16412342 |
| Mean | 23.13189134 |
| Median Absolute Deviation (MAD) | 31.08266097 |
| Skewness | 7.433823692 |
| Sum | 12560.617 |
| Variance | 7141.365762 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 35 | 0.1% | |
| 0.755 | 8 | < 0.1% | |
| 2.026 | 7 | < 0.1% | |
| 1.142 | 5 | < 0.1% | |
| 3.425 | 5 | < 0.1% | |
| 0.816 | 4 | < 0.1% | |
| 2.039 | 4 | < 0.1% | |
| 0.481 | 4 | < 0.1% | |
| 2.283 | 4 | < 0.1% | |
| 6.039 | 4 | < 0.1% | |
| Other values (384) | 463 | 0.8% | |
| (Missing) | 57611 | 99.1% |
| Value | Count | Frequency (%) | |
| 0 | 35 | 0.1% | |
| 0.064 | 1 | < 0.1% | |
| 0.149 | 1 | < 0.1% | |
| 0.17 | 1 | < 0.1% | |
| 0.174 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 888.829 | 1 | < 0.1% | |
| 863.165 | 1 | < 0.1% | |
| 787.743 | 1 | < 0.1% | |
| 633.93 | 1 | < 0.1% | |
| 630.788 | 1 | < 0.1% |
| Distinct count | 766 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 57277 |
| Missing (%) | 98.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2740.700406 |
|---|---|
| Minimum | 0 |
| Maximum | 50887.393 |
| Zeros | 13 |
| Zeros (%) | < 0.1% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 24.031 |
| median | 209.423 |
| Q3 | 1640.947 |
| 95-th percentile | 14749.4808 |
| Maximum | 50887.393 |
| Range | 50887.393 |
| Interquartile range (IQR) | 1616.916 |
Descriptive statistics
| Standard deviation | 6200.431522 |
|---|---|
| Coefficient of variation (CV) | 2.262352904 |
| Kurtosis | 18.00550688 |
| Mean | 2740.700406 |
| Median Absolute Deviation (MAD) | 3756.409555 |
| Skewness | 3.751893245 |
| Sum | 2403594.256 |
| Variance | 38445351.06 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 13 | < 0.1% | |
| 1 | 10 | < 0.1% | |
| 0.895 | 6 | < 0.1% | |
| 0.956 | 6 | < 0.1% | |
| 4 | 5 | < 0.1% | |
| 0.982 | 4 | < 0.1% | |
| 1.001 | 4 | < 0.1% | |
| 13.419 | 4 | < 0.1% | |
| 5.894 | 3 | < 0.1% | |
| 24.031 | 3 | < 0.1% | |
| Other values (755) | 819 | 1.4% | |
| (Missing) | 57277 | 98.5% |
| Value | Count | Frequency (%) | |
| 0 | 13 | < 0.1% | |
| 0.895 | 6 | < 0.1% | |
| 0.956 | 6 | < 0.1% | |
| 0.974 | 2 | < 0.1% | |
| 0.982 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 50887.393 | 1 | < 0.1% | |
| 50867.575 | 1 | < 0.1% | |
| 46641.41 | 1 | < 0.1% | |
| 46240.097 | 1 | < 0.1% | |
| 36365.833 | 1 | < 0.1% |
| Distinct count | 761 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 57277 |
| Missing (%) | 98.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.94703421 |
|---|---|
| Minimum | 0 |
| Maximum | 2645.194 |
| Zeros | 13 |
| Zeros (%) | < 0.1% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.8756 |
| Q1 | 6.247 |
| median | 22.287 |
| Q3 | 70.222 |
| 95-th percentile | 392.5212 |
| Maximum | 2645.194 |
| Range | 2645.194 |
| Interquartile range (IQR) | 63.975 |
Descriptive statistics
| Standard deviation | 238.0996297 |
|---|---|
| Coefficient of variation (CV) | 2.618003234 |
| Kurtosis | 58.39358481 |
| Mean | 90.94703421 |
| Median Absolute Deviation (MAD) | 108.9734136 |
| Skewness | 6.793487373 |
| Sum | 79760.549 |
| Variance | 56691.43365 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 13 | < 0.1% | |
| 1.142 | 10 | < 0.1% | |
| 2.026 | 6 | < 0.1% | |
| 2.801 | 6 | < 0.1% | |
| 4.567 | 5 | < 0.1% | |
| 0.755 | 4 | < 0.1% | |
| 0.521 | 4 | < 0.1% | |
| 30.392 | 4 | < 0.1% | |
| 3.125 | 4 | < 0.1% | |
| 1.631 | 3 | < 0.1% | |
| Other values (750) | 818 | 1.4% | |
| (Missing) | 57277 | 98.5% |
| Value | Count | Frequency (%) | |
| 0 | 13 | < 0.1% | |
| 0.018 | 1 | < 0.1% | |
| 0.075 | 1 | < 0.1% | |
| 0.094 | 1 | < 0.1% | |
| 0.155 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2645.194 | 1 | < 0.1% | |
| 2644.163 | 1 | < 0.1% | |
| 2424.482 | 1 | < 0.1% | |
| 2403.621 | 1 | < 0.1% | |
| 1890.344 | 1 | < 0.1% |
| Distinct count | 15142 |
|---|---|
| Unique (%) | 26.0% |
| Missing | 31208 |
| Missing (%) | 53.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33241.18077 |
|---|---|
| Minimum | -47510 |
| Maximum | 2133928 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | -47510 |
|---|---|
| 5-th percentile | 114 |
| Q1 | 1166 |
| median | 4471.5 |
| Q3 | 16493.75 |
| 95-th percentile | 106018.25 |
| Maximum | 2133928 |
| Range | 2181438 |
| Interquartile range (IQR) | 15327.75 |
Descriptive statistics
| Standard deviation | 135791.5731 |
|---|---|
| Coefficient of variation (CV) | 4.085040601 |
| Kurtosis | 77.96324939 |
| Mean | 33241.18077 |
| Median Absolute Deviation (MAD) | 46163.85468 |
| Skewness | 8.102321836 |
| Sum | 895716857 |
| Variance | 1.843935132e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 62 | 0.1% | |
| 2 | 37 | 0.1% | |
| 5 | 28 | < 0.1% | |
| 4 | 28 | < 0.1% | |
| 7 | 26 | < 0.1% | |
| 12 | 22 | < 0.1% | |
| 3 | 21 | < 0.1% | |
| 10 | 21 | < 0.1% | |
| 29 | 20 | < 0.1% | |
| 9 | 19 | < 0.1% | |
| Other values (15131) | 26662 | 45.8% | |
| (Missing) | 31208 | 53.7% |
| Value | Count | Frequency (%) | |
| -47510 | 1 | < 0.1% | |
| -3743 | 1 | < 0.1% | |
| -1884 | 1 | < 0.1% | |
| -1377 | 1 | < 0.1% | |
| -357 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2133928 | 1 | < 0.1% | |
| 2092731 | 1 | < 0.1% | |
| 2087216 | 1 | < 0.1% | |
| 2068496 | 1 | < 0.1% | |
| 2041839 | 1 | < 0.1% |
| Distinct count | 26144 |
|---|---|
| Unique (%) | 45.0% |
| Missing | 31266 |
| Missing (%) | 53.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3266460.365 |
|---|---|
| Minimum | 1 |
| Maximum | 247986030 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2434 |
| Q1 | 80822.5 |
| median | 381179 |
| Q3 | 1502667 |
| 95-th percentile | 9068685.5 |
| Maximum | 247986030 |
| Range | 247986029 |
| Interquartile range (IQR) | 1421844.5 |
Descriptive statistics
| Standard deviation | 15111114.31 |
|---|---|
| Coefficient of variation (CV) | 4.626143478 |
| Kurtosis | 106.3145672 |
| Mean | 3266460.365 |
| Median Absolute Deviation (MAD) | 4612964.624 |
| Skewness | 9.509868565 |
| Sum | 8.782858629e+10 |
| Variance | 2.283457758e+14 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 4 | 9 | < 0.1% | |
| 1 | 8 | < 0.1% | |
| 2 | 8 | < 0.1% | |
| 9 | 8 | < 0.1% | |
| 16 | 7 | < 0.1% | |
| 5 | 6 | < 0.1% | |
| 3 | 6 | < 0.1% | |
| 25 | 6 | < 0.1% | |
| 14 | 6 | < 0.1% | |
| 11 | 6 | < 0.1% | |
| Other values (26133) | 26818 | 46.1% | |
| (Missing) | 31266 | 53.8% |
| Value | Count | Frequency (%) | |
| 1 | 8 | < 0.1% | |
| 2 | 8 | < 0.1% | |
| 3 | 6 | < 0.1% | |
| 4 | 9 | < 0.1% | |
| 5 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 247986030 | 1 | < 0.1% | |
| 247114528 | 1 | < 0.1% | |
| 245790659 | 1 | < 0.1% | |
| 244465563 | 1 | < 0.1% | |
| 243456048 | 1 | < 0.1% |
| Distinct count | 22273 |
|---|---|
| Unique (%) | 38.3% |
| Missing | 31266 |
| Missing (%) | 53.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 110.8170612 |
|---|---|
| Minimum | 0 |
| Maximum | 2661.802 |
| Zeros | 60 |
| Zeros (%) | 0.1% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.143 |
| Q1 | 5.71375 |
| median | 28.546 |
| Q3 | 117.4755 |
| 95-th percentile | 458.3507 |
| Maximum | 2661.802 |
| Range | 2661.802 |
| Interquartile range (IQR) | 111.76175 |
Descriptive statistics
| Standard deviation | 225.1376178 |
|---|---|
| Coefficient of variation (CV) | 2.031615126 |
| Kurtosis | 32.95464731 |
| Mean | 110.8170612 |
| Median Absolute Deviation (MAD) | 126.5829353 |
| Skewness | 4.87566215 |
| Sum | 2979649.142 |
| Variance | 50686.94696 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.001 | 74 | 0.1% | |
| 0 | 60 | 0.1% | |
| 0.002 | 56 | 0.1% | |
| 0.003 | 43 | 0.1% | |
| 0.007 | 35 | 0.1% | |
| 0.004 | 32 | 0.1% | |
| 0.005 | 25 | < 0.1% | |
| 0.015 | 25 | < 0.1% | |
| 0.01 | 23 | < 0.1% | |
| 0.008 | 22 | < 0.1% | |
| Other values (22262) | 26493 | 45.6% | |
| (Missing) | 31266 | 53.8% |
| Value | Count | Frequency (%) | |
| 0 | 60 | 0.1% | |
| 0.001 | 74 | 0.1% | |
| 0.002 | 56 | 0.1% | |
| 0.003 | 43 | 0.1% | |
| 0.004 | 32 | 0.1% |
| Value | Count | Frequency (%) | |
| 2661.802 | 1 | < 0.1% | |
| 2647.664 | 1 | < 0.1% | |
| 2636.264 | 1 | < 0.1% | |
| 2635.785 | 1 | < 0.1% | |
| 2634.026 | 1 | < 0.1% |
| Distinct count | 4691 |
|---|---|
| Unique (%) | 8.1% |
| Missing | 31208 |
| Missing (%) | 53.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.101708343 |
|---|---|
| Minimum | -0.786 |
| Maximum | 106.715 |
| Zeros | 243 |
| Zeros (%) | 0.4% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | -0.786 |
|---|---|
| 5-th percentile | 0.007 |
| Q1 | 0.084 |
| median | 0.388 |
| Q3 | 1.248 |
| 95-th percentile | 4.1915 |
| Maximum | 106.715 |
| Range | 107.501 |
| Interquartile range (IQR) | 1.164 |
Descriptive statistics
| Standard deviation | 2.175981233 |
|---|---|
| Coefficient of variation (CV) | 1.975097355 |
| Kurtosis | 233.5615671 |
| Mean | 1.101708343 |
| Median Absolute Deviation (MAD) | 1.165616651 |
| Skewness | 8.532092827 |
| Sum | 29686.633 |
| Variance | 4.734894327 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 243 | 0.4% | |
| 0.001 | 241 | 0.4% | |
| 0.002 | 204 | 0.4% | |
| 0.004 | 154 | 0.3% | |
| 0.005 | 148 | 0.3% | |
| 0.003 | 144 | 0.2% | |
| 0.006 | 143 | 0.2% | |
| 0.007 | 133 | 0.2% | |
| 0.008 | 122 | 0.2% | |
| 0.012 | 108 | 0.2% | |
| Other values (4680) | 25306 | 43.5% | |
| (Missing) | 31208 | 53.7% |
| Value | Count | Frequency (%) | |
| -0.786 | 1 | < 0.1% | |
| -0.398 | 1 | < 0.1% | |
| -0.212 | 1 | < 0.1% | |
| -0.145 | 1 | < 0.1% | |
| -0.078 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 106.715 | 1 | < 0.1% | |
| 28.715 | 1 | < 0.1% | |
| 27.912 | 1 | < 0.1% | |
| 26.225 | 1 | < 0.1% | |
| 24.729 | 1 | < 0.1% |
| Distinct count | 16890 |
|---|---|
| Unique (%) | 29.0% |
| Missing | 27957 |
| Missing (%) | 48.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32381.74365 |
|---|---|
| Minimum | 0 |
| Maximum | 1840248 |
| Zeros | 69 |
| Zeros (%) | 0.1% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 122.8 |
| Q1 | 1226 |
| median | 4721 |
| Q3 | 18208 |
| 95-th percentile | 113950.6 |
| Maximum | 1840248 |
| Range | 1840248 |
| Interquartile range (IQR) | 16982 |
Descriptive statistics
| Standard deviation | 126646.8501 |
|---|---|
| Coefficient of variation (CV) | 3.911057153 |
| Kurtosis | 77.74628162 |
| Mean | 32381.74365 |
| Median Absolute Deviation (MAD) | 43659.58257 |
| Skewness | 8.141836751 |
| Sum | 977831513 |
| Variance | 1.603942465e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 69 | 0.1% | |
| 1 | 56 | 0.1% | |
| 2 | 46 | 0.1% | |
| 3 | 33 | 0.1% | |
| 5 | 28 | < 0.1% | |
| 4 | 28 | < 0.1% | |
| 273 | 27 | < 0.1% | |
| 29 | 21 | < 0.1% | |
| 39 | 20 | < 0.1% | |
| 30 | 20 | < 0.1% | |
| Other values (16879) | 29849 | 51.3% | |
| (Missing) | 27957 | 48.1% |
| Value | Count | Frequency (%) | |
| 0 | 69 | 0.1% | |
| 1 | 56 | 0.1% | |
| 2 | 46 | 0.1% | |
| 3 | 33 | 0.1% | |
| 4 | 28 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1840248 | 1 | < 0.1% | |
| 1824968 | 1 | < 0.1% | |
| 1816921 | 1 | < 0.1% | |
| 1790552 | 1 | < 0.1% | |
| 1767992 | 1 | < 0.1% |
| Distinct count | 4843 |
|---|---|
| Unique (%) | 8.3% |
| Missing | 27957 |
| Missing (%) | 48.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.074615591 |
|---|---|
| Minimum | 0 |
| Maximum | 23.7 |
| Zeros | 330 |
| Zeros (%) | 0.6% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.008 |
| Q1 | 0.086 |
| median | 0.4 |
| Q3 | 1.301 |
| 95-th percentile | 4.0582 |
| Maximum | 23.7 |
| Range | 23.7 |
| Interquartile range (IQR) | 1.215 |
Descriptive statistics
| Standard deviation | 1.917378115 |
|---|---|
| Coefficient of variation (CV) | 1.784245577 |
| Kurtosis | 27.27550943 |
| Mean | 1.074615591 |
| Median Absolute Deviation (MAD) | 1.116885732 |
| Skewness | 4.465534153 |
| Sum | 32450.167 |
| Variance | 3.676338835 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 330 | 0.6% | |
| 0.001 | 239 | 0.4% | |
| 0.002 | 208 | 0.4% | |
| 0.006 | 162 | 0.3% | |
| 0.004 | 142 | 0.2% | |
| 0.003 | 128 | 0.2% | |
| 0.007 | 124 | 0.2% | |
| 0.005 | 122 | 0.2% | |
| 0.045 | 122 | 0.2% | |
| 0.014 | 119 | 0.2% | |
| Other values (4832) | 28501 | 49.0% | |
| (Missing) | 27957 | 48.1% |
| Value | Count | Frequency (%) | |
| 0 | 330 | 0.6% | |
| 0.001 | 239 | 0.4% | |
| 0.002 | 208 | 0.4% | |
| 0.003 | 128 | 0.2% | |
| 0.004 | 142 | 0.2% |
| Value | Count | Frequency (%) | |
| 23.7 | 1 | < 0.1% | |
| 23.293 | 1 | < 0.1% | |
| 23.005 | 1 | < 0.1% | |
| 21.897 | 1 | < 0.1% | |
| 21.056 | 1 | < 0.1% |
| Distinct count | 563 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 29659 |
| Missing (%) | 51.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08140452711 |
|---|---|
| Minimum | 0 |
| Maximum | 0.636 |
| Zeros | 906 |
| Zeros (%) | 1.6% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.001 |
| Q1 | 0.013 |
| median | 0.042 |
| Q3 | 0.114 |
| 95-th percentile | 0.298 |
| Maximum | 0.636 |
| Range | 0.636 |
| Interquartile range (IQR) | 0.101 |
Descriptive statistics
| Standard deviation | 0.09907046292 |
|---|---|
| Coefficient of variation (CV) | 1.217014169 |
| Kurtosis | 4.009642073 |
| Mean | 0.08140452711 |
| Median Absolute Deviation (MAD) | 0.07305651257 |
| Skewness | 1.936272837 |
| Sum | 2319.622 |
| Variance | 0.009814956623 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.001 | 1000 | 1.7% | |
| 0 | 906 | 1.6% | |
| 0.002 | 652 | 1.1% | |
| 0.004 | 559 | 1.0% | |
| 0.005 | 557 | 1.0% | |
| 0.003 | 522 | 0.9% | |
| 0.006 | 455 | 0.8% | |
| 0.008 | 452 | 0.8% | |
| 0.009 | 433 | 0.7% | |
| 0.01 | 423 | 0.7% | |
| Other values (552) | 22536 | 38.8% | |
| (Missing) | 29659 | 51.0% |
| Value | Count | Frequency (%) | |
| 0 | 906 | 1.6% | |
| 0.001 | 1000 | 1.7% | |
| 0.002 | 652 | 1.1% | |
| 0.003 | 522 | 0.9% | |
| 0.004 | 559 | 1.0% |
| Value | Count | Frequency (%) | |
| 0.636 | 1 | < 0.1% | |
| 0.63 | 1 | < 0.1% | |
| 0.628 | 2 | < 0.1% | |
| 0.619 | 1 | < 0.1% | |
| 0.618 | 1 | < 0.1% |
| Distinct count | 4663 |
|---|---|
| Unique (%) | 8.0% |
| Missing | 30125 |
| Missing (%) | 51.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 167.4960791 |
|---|---|
| Minimum | 1.6 |
| Maximum | 44258.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 1.6 |
|---|---|
| 5-th percentile | 3.3 |
| Q1 | 8.6 |
| median | 22.9 |
| Q3 | 72.9 |
| 95-th percentile | 688.56 |
| Maximum | 44258.7 |
| Range | 44257.1 |
| Interquartile range (IQR) | 64.3 |
Descriptive statistics
| Standard deviation | 846.5563019 |
|---|---|
| Coefficient of variation (CV) | 5.054185785 |
| Kurtosis | 775.4851316 |
| Mean | 167.4960791 |
| Median Absolute Deviation (MAD) | 232.8590103 |
| Skewness | 22.87433113 |
| Sum | 4694747.6 |
| Variance | 716657.5722 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3 | 145 | 0.2% | |
| 3.7 | 137 | 0.2% | |
| 3.1 | 129 | 0.2% | |
| 8.3 | 129 | 0.2% | |
| 3.6 | 128 | 0.2% | |
| 4.8 | 126 | 0.2% | |
| 3.9 | 126 | 0.2% | |
| 4.7 | 125 | 0.2% | |
| 4.1 | 123 | 0.2% | |
| 3.4 | 121 | 0.2% | |
| Other values (4652) | 26740 | 46.0% | |
| (Missing) | 30125 | 51.8% |
| Value | Count | Frequency (%) | |
| 1.6 | 9 | < 0.1% | |
| 1.7 | 8 | < 0.1% | |
| 1.8 | 16 | < 0.1% | |
| 1.9 | 77 | 0.1% | |
| 2 | 71 | 0.1% |
| Value | Count | Frequency (%) | |
| 44258.7 | 1 | < 0.1% | |
| 37002.3 | 1 | < 0.1% | |
| 30601.4 | 1 | < 0.1% | |
| 27035 | 1 | < 0.1% | |
| 26975.5 | 1 | < 0.1% |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 26852 |
| Missing (%) | 46.2% |
| Memory size | 454.5 KiB |
| tests performed | |
|---|---|
| people tested | |
| samples tested | |
| units unclear | 649 |
| Value | Count | Frequency (%) | |
| tests performed | 18845 | 32.4% | |
| people tested | 6672 | 11.5% | |
| samples tested | 5136 | 8.8% | |
| units unclear | 649 | 1.1% | |
| (Missing) | 26852 | 46.2% |
| Distinct count | 178 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 57974 |
| Missing (%) | 99.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 828844.1556 |
|---|---|
| Minimum | 55 |
| Maximum | 12996098 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 55 |
|---|---|
| 5-th percentile | 570.15 |
| Q1 | 5748.5 |
| median | 35752 |
| Q3 | 243863.5 |
| 95-th percentile | 4583511.1 |
| Maximum | 12996098 |
| Range | 12996043 |
| Interquartile range (IQR) | 238115 |
Descriptive statistics
| Standard deviation | 2187413.989 |
|---|---|
| Coefficient of variation (CV) | 2.639113727 |
| Kurtosis | 15.80367728 |
| Mean | 828844.1556 |
| Median Absolute Deviation (MAD) | 1231849.519 |
| Skewness | 3.817325958 |
| Sum | 149191948 |
| Variance | 4.784779958e+12 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 297 | 2 | < 0.1% | |
| 7201 | 2 | < 0.1% | |
| 516 | 2 | < 0.1% | |
| 58643 | 1 | < 0.1% | |
| 23224 | 1 | < 0.1% | |
| 50543 | 1 | < 0.1% | |
| 1224000 | 1 | < 0.1% | |
| 31400 | 1 | < 0.1% | |
| 6824 | 1 | < 0.1% | |
| 84546 | 1 | < 0.1% | |
| Other values (167) | 167 | 0.3% | |
| (Missing) | 57974 | 99.7% |
| Value | Count | Frequency (%) | |
| 55 | 1 | < 0.1% | |
| 207 | 1 | < 0.1% | |
| 297 | 2 | < 0.1% | |
| 332 | 1 | < 0.1% | |
| 352 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 12996098 | 1 | < 0.1% | |
| 12532680 | 1 | < 0.1% | |
| 12302639 | 1 | < 0.1% | |
| 9945228 | 1 | < 0.1% | |
| 9827205 | 1 | < 0.1% |
| Distinct count | 70 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 57974 |
| Missing (%) | 99.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8583333333 |
|---|---|
| Minimum | 0 |
| Maximum | 14.14 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.04 |
| median | 0.12 |
| Q3 | 0.3025 |
| 95-th percentile | 3.5725 |
| Maximum | 14.14 |
| Range | 14.14 |
| Interquartile range (IQR) | 0.2625 |
Descriptive statistics
| Standard deviation | 2.178269391 |
|---|---|
| Coefficient of variation (CV) | 2.537789582 |
| Kurtosis | 17.86277698 |
| Mean | 0.8583333333 |
| Median Absolute Deviation (MAD) | 1.206111111 |
| Skewness | 4.030773705 |
| Sum | 154.5 |
| Variance | 4.744857542 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.02 | 13 | < 0.1% | |
| 0.04 | 12 | < 0.1% | |
| 0.07 | 12 | < 0.1% | |
| 0 | 10 | < 0.1% | |
| 0.13 | 9 | < 0.1% | |
| 0.01 | 9 | < 0.1% | |
| 0.03 | 9 | < 0.1% | |
| 0.19 | 8 | < 0.1% | |
| 0.05 | 7 | < 0.1% | |
| 0.06 | 6 | < 0.1% | |
| Other values (59) | 85 | 0.1% | |
| (Missing) | 57974 | 99.7% |
| Value | Count | Frequency (%) | |
| 0 | 10 | < 0.1% | |
| 0.01 | 9 | < 0.1% | |
| 0.02 | 13 | < 0.1% | |
| 0.03 | 9 | < 0.1% | |
| 0.04 | 12 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14.14 | 1 | < 0.1% | |
| 12.59 | 1 | < 0.1% | |
| 11.55 | 1 | < 0.1% | |
| 10.97 | 1 | < 0.1% | |
| 9.18 | 1 | < 0.1% |
| Distinct count | 175 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 7238 |
| Missing (%) | 12.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.35554443 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 477 |
| Zeros (%) | 0.8% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 16.67 |
| Q1 | 44.44 |
| median | 62.04 |
| Q3 | 77.78 |
| 95-th percentile | 90.74 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 33.34 |
Descriptive statistics
| Standard deviation | 22.48286856 |
|---|---|
| Coefficient of variation (CV) | 0.3787829558 |
| Kurtosis | -0.4265261299 |
| Mean | 59.35554443 |
| Median Absolute Deviation (MAD) | 18.51087944 |
| Skewness | -0.4848683591 |
| Sum | 3022146.9 |
| Variance | 505.4793788 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 60.19 | 1028 | 1.8% | |
| 84.26 | 1010 | 1.7% | |
| 80.56 | 973 | 1.7% | |
| 52.78 | 936 | 1.6% | |
| 71.3 | 919 | 1.6% | |
| 47.22 | 900 | 1.5% | |
| 57.41 | 845 | 1.5% | |
| 87.04 | 814 | 1.4% | |
| 64.81 | 737 | 1.3% | |
| 50.93 | 737 | 1.3% | |
| Other values (164) | 42017 | 72.3% | |
| (Missing) | 7238 | 12.4% |
| Value | Count | Frequency (%) | |
| 0 | 477 | 0.8% | |
| 1.85 | 3 | < 0.1% | |
| 2.78 | 156 | 0.3% | |
| 5.56 | 117 | 0.2% | |
| 6.48 | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 446 | 0.8% | |
| 98.15 | 1 | < 0.1% | |
| 97.22 | 78 | 0.1% | |
| 96.3 | 655 | 1.1% | |
| 95.37 | 15 | < 0.1% |
population
Real number (ℝ≥0)
| Distinct count | 192 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 333 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91186009.22 |
|---|---|
| Minimum | 809 |
| Maximum | 7794798729 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 809 |
|---|---|
| 5-th percentile | 110947 |
| Q1 | 2722291 |
| median | 9904608 |
| Q3 | 32866268 |
| 95-th percentile | 164689383 |
| Maximum | 7794798729 |
| Range | 7794797920 |
| Interquartile range (IQR) | 30143977 |
Descriptive statistics
| Standard deviation | 620713062.3 |
|---|---|
| Coefficient of variation (CV) | 6.807108542 |
| Kurtosis | 140.4652352 |
| Mean | 91186009.22 |
| Median Absolute Deviation (MAD) | 136285801.1 |
| Skewness | 11.65250054 |
| Sum | 5.272466239e+12 |
| Variance | 3.852847057e+17 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 128932753 | 370 | 0.6% | |
| 69799978 | 367 | 0.6% | |
| 23816775 | 355 | 0.6% | |
| 51269183 | 350 | 0.6% | |
| 331002647 | 349 | 0.6% | |
| 126476458 | 349 | 0.6% | |
| 7794798729 | 349 | 0.6% | |
| 1439323774 | 349 | 0.6% | |
| 97338583 | 348 | 0.6% | |
| 5850343 | 348 | 0.6% | |
| Other values (181) | 54287 | 93.4% |
| Value | Count | Frequency (%) | |
| 809 | 305 | 0.5% | |
| 33938 | 313 | 0.5% | |
| 38137 | 307 | 0.5% | |
| 39244 | 311 | 0.5% | |
| 53192 | 286 | 0.5% |
| Value | Count | Frequency (%) | |
| 7794798729 | 349 | 0.6% | |
| 1439323774 | 349 | 0.6% | |
| 1380004385 | 341 | 0.6% | |
| 331002647 | 349 | 0.6% | |
| 273523621 | 309 | 0.5% |
| Distinct count | 188 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 1557 |
| Missing (%) | 2.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 323.9650929 |
|---|---|
| Minimum | 1.98 |
| Maximum | 19347.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 1.98 |
|---|---|
| 5-th percentile | 4.289 |
| Q1 | 36.253 |
| median | 83.479 |
| Q3 | 208.354 |
| 95-th percentile | 622.962 |
| Maximum | 19347.5 |
| Range | 19345.52 |
| Interquartile range (IQR) | 172.101 |
Descriptive statistics
| Standard deviation | 1577.715782 |
|---|---|
| Coefficient of variation (CV) | 4.870017839 |
| Kurtosis | 116.8827084 |
| Mean | 323.9650929 |
| Median Absolute Deviation (MAD) | 403.1949018 |
| Skewness | 10.42315914 |
| Sum | 18335452.36 |
| Variance | 2489187.088 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 66.444 | 370 | 0.6% | |
| 135.132 | 367 | 0.6% | |
| 527.967 | 350 | 0.6% | |
| 58.045 | 349 | 0.6% | |
| 147.674 | 349 | 0.6% | |
| 347.778 | 349 | 0.6% | |
| 35.608 | 349 | 0.6% | |
| 7915.731 | 348 | 0.6% | |
| 308.127 | 348 | 0.6% | |
| 122.578 | 347 | 0.6% | |
| Other values (177) | 53071 | 91.3% | |
| (Missing) | 1557 | 2.7% |
| Value | Count | Frequency (%) | |
| 1.98 | 301 | 0.5% | |
| 3.078 | 297 | 0.5% | |
| 3.202 | 345 | 0.6% | |
| 3.404 | 313 | 0.5% | |
| 3.612 | 297 | 0.5% |
| Value | Count | Frequency (%) | |
| 19347.5 | 311 | 0.5% | |
| 7915.731 | 348 | 0.6% | |
| 7039.714 | 71 | 0.1% | |
| 1935.907 | 316 | 0.5% | |
| 1454.433 | 303 | 0.5% |
| Distinct count | 131 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 2819 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.6438041 |
|---|---|
| Minimum | 15.1 |
| Maximum | 48.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 15.1 |
|---|---|
| 5-th percentile | 17.6 |
| Q1 | 22.2 |
| median | 29.9 |
| Q3 | 39.1 |
| 95-th percentile | 44.4 |
| Maximum | 48.2 |
| Range | 33.1 |
| Interquartile range (IQR) | 16.9 |
Descriptive statistics
| Standard deviation | 9.119613447 |
|---|---|
| Coefficient of variation (CV) | 0.2976005661 |
| Kurtosis | -1.237797439 |
| Mean | 30.6438041 |
| Median Absolute Deviation (MAD) | 7.84573699 |
| Skewness | 0.08471262462 |
| Sum | 1695674.9 |
| Variance | 83.16734943 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 32.4 | 1249 | 2.1% | |
| 38.7 | 974 | 1.7% | |
| 31.9 | 958 | 1.6% | |
| 28.6 | 947 | 1.6% | |
| 30.6 | 946 | 1.6% | |
| 29.1 | 904 | 1.6% | |
| 18.7 | 886 | 1.5% | |
| 17.7 | 877 | 1.5% | |
| 20.3 | 864 | 1.5% | |
| 42.4 | 682 | 1.2% | |
| Other values (120) | 46048 | 79.2% | |
| (Missing) | 2819 | 4.8% |
| Value | Count | Frequency (%) | |
| 15.1 | 291 | 0.5% | |
| 16.4 | 576 | 1.0% | |
| 16.7 | 292 | 0.5% | |
| 16.8 | 586 | 1.0% | |
| 17 | 300 | 0.5% |
| Value | Count | Frequency (%) | |
| 48.2 | 349 | 0.6% | |
| 47.9 | 340 | 0.6% | |
| 46.6 | 344 | 0.6% | |
| 46.2 | 314 | 0.5% | |
| 45.5 | 339 | 0.6% |
| Distinct count | 180 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 3463 |
| Missing (%) | 6.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.850773729 |
|---|---|
| Minimum | 1.144 |
| Maximum | 27.049 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 1.144 |
|---|---|
| 5-th percentile | 2.409 |
| Q1 | 3.466 |
| median | 6.614 |
| Q3 | 14.312 |
| 95-th percentile | 19.754 |
| Maximum | 27.049 |
| Range | 25.905 |
| Interquartile range (IQR) | 10.846 |
Descriptive statistics
| Standard deviation | 6.260261071 |
|---|---|
| Coefficient of variation (CV) | 0.7073122942 |
| Kurtosis | -0.6890993947 |
| Mean | 8.850773729 |
| Median Absolute Deviation (MAD) | 5.413625944 |
| Skewness | 0.7735294565 |
| Sum | 484057.666 |
| Variance | 39.19086868 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 6.933 | 595 | 1.0% | |
| 6.857 | 370 | 0.6% | |
| 11.373 | 367 | 0.6% | |
| 13.914 | 350 | 0.6% | |
| 27.049 | 349 | 0.6% | |
| 15.413 | 349 | 0.6% | |
| 8.696 | 349 | 0.6% | |
| 10.641 | 349 | 0.6% | |
| 7.15 | 348 | 0.6% | |
| 12.922 | 348 | 0.6% | |
| Other values (169) | 50917 | 87.6% | |
| (Missing) | 3463 | 6.0% |
| Value | Count | Frequency (%) | |
| 1.144 | 342 | 0.6% | |
| 1.307 | 311 | 0.5% | |
| 2.168 | 290 | 0.5% | |
| 2.339 | 294 | 0.5% | |
| 2.345 | 316 | 0.5% |
| Value | Count | Frequency (%) | |
| 27.049 | 349 | 0.6% | |
| 23.021 | 340 | 0.6% | |
| 21.502 | 314 | 0.5% | |
| 21.453 | 344 | 0.6% | |
| 21.228 | 342 | 0.6% |
| Distinct count | 178 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 3133 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.611062667 |
|---|---|
| Minimum | 0.526 |
| Maximum | 18.493 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0.526 |
|---|---|
| 5-th percentile | 1.387 |
| Q1 | 2.063 |
| median | 3.915 |
| Q3 | 9.167 |
| 95-th percentile | 13.748 |
| Maximum | 18.493 |
| Range | 17.967 |
| Interquartile range (IQR) | 7.104 |
Descriptive statistics
| Standard deviation | 4.275322813 |
|---|---|
| Coefficient of variation (CV) | 0.7619452976 |
| Kurtosis | -0.3594521777 |
| Mean | 5.611062667 |
| Median Absolute Deviation (MAD) | 3.625419205 |
| Skewness | 0.9035582645 |
| Sum | 308726.279 |
| Variance | 18.27838516 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3.053 | 642 | 1.1% | |
| 1.845 | 606 | 1.0% | |
| 2.063 | 594 | 1.0% | |
| 1.726 | 556 | 1.0% | |
| 4.321 | 370 | 0.6% | |
| 6.89 | 367 | 0.6% | |
| 8.353 | 355 | 0.6% | |
| 8.622 | 350 | 0.6% | |
| 18.493 | 349 | 0.6% | |
| 5.355 | 349 | 0.6% | |
| Other values (167) | 50483 | 86.8% | |
| (Missing) | 3133 | 5.4% |
| Value | Count | Frequency (%) | |
| 0.526 | 342 | 0.6% | |
| 0.617 | 311 | 0.5% | |
| 1.114 | 316 | 0.5% | |
| 1.285 | 280 | 0.5% | |
| 1.308 | 290 | 0.5% |
| Value | Count | Frequency (%) | |
| 18.493 | 349 | 0.6% | |
| 16.24 | 340 | 0.6% | |
| 15.957 | 344 | 0.6% | |
| 14.924 | 314 | 0.5% | |
| 14.524 | 318 | 0.5% |
| Distinct count | 184 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 2803 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19224.64853 |
|---|---|
| Minimum | 661.24 |
| Maximum | 116935.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 661.24 |
|---|---|
| 5-th percentile | 1416.44 |
| Q1 | 4541.795 |
| median | 13111.214 |
| Q3 | 27216.445 |
| 95-th percentile | 57410.166 |
| Maximum | 116935.6 |
| Range | 116274.36 |
| Interquartile range (IQR) | 22674.65 |
Descriptive statistics
| Standard deviation | 19681.77284 |
|---|---|
| Coefficient of variation (CV) | 1.023778032 |
| Kurtosis | 4.15648147 |
| Mean | 19224.64853 |
| Median Absolute Deviation (MAD) | 14883.29154 |
| Skewness | 1.810871977 |
| Sum | 1064103521 |
| Variance | 387372182.1 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 17336.469 | 370 | 0.6% | |
| 16277.671 | 367 | 0.6% | |
| 35938.374 | 350 | 0.6% | |
| 39002.223 | 349 | 0.6% | |
| 15469.207 | 349 | 0.6% | |
| 54225.446 | 349 | 0.6% | |
| 15308.712 | 349 | 0.6% | |
| 85535.383 | 348 | 0.6% | |
| 6171.884 | 348 | 0.6% | |
| 57410.166 | 347 | 0.6% | |
| Other values (173) | 51825 | 89.1% | |
| (Missing) | 2803 | 4.8% |
| Value | Count | Frequency (%) | |
| 661.24 | 296 | 0.5% | |
| 702.225 | 280 | 0.5% | |
| 752.788 | 295 | 0.5% | |
| 808.133 | 300 | 0.5% | |
| 926 | 291 | 0.5% |
| Value | Count | Frequency (%) | |
| 116935.6 | 311 | 0.5% | |
| 94277.965 | 316 | 0.5% | |
| 85535.383 | 348 | 0.6% | |
| 71809.251 | 302 | 0.5% | |
| 67335.293 | 311 | 0.5% |
| Distinct count | 76 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 20268 |
| Missing (%) | 34.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.13986697 |
|---|---|
| Minimum | 0.1 |
| Maximum | 77.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.5 |
| median | 2 |
| Q3 | 18.9 |
| 95-th percentile | 59.6 |
| Maximum | 77.6 |
| Range | 77.5 |
| Interquartile range (IQR) | 18.4 |
Descriptive statistics
| Standard deviation | 19.87082557 |
|---|---|
| Coefficient of variation (CV) | 1.512254699 |
| Kurtosis | 1.77119442 |
| Mean | 13.13986697 |
| Median Absolute Deviation (MAD) | 15.5278311 |
| Skewness | 1.669508103 |
| Sum | 497817 |
| Variance | 394.849709 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.2 | 4190 | 7.2% | |
| 0.5 | 3219 | 5.5% | |
| 0.1 | 2265 | 3.9% | |
| 0.7 | 2256 | 3.9% | |
| 1 | 1272 | 2.2% | |
| 2 | 995 | 1.7% | |
| 1.3 | 948 | 1.6% | |
| 1.5 | 926 | 1.6% | |
| 2.5 | 686 | 1.2% | |
| 0.6 | 635 | 1.1% | |
| Other values (65) | 20494 | 35.2% | |
| (Missing) | 20268 | 34.9% |
| Value | Count | Frequency (%) | |
| 0.1 | 2265 | 3.9% | |
| 0.2 | 4190 | 7.2% | |
| 0.5 | 3219 | 5.5% | |
| 0.6 | 635 | 1.1% | |
| 0.7 | 2256 | 3.9% |
| Value | Count | Frequency (%) | |
| 77.6 | 291 | 0.5% | |
| 77.1 | 300 | 0.5% | |
| 71.7 | 280 | 0.5% | |
| 71.4 | 282 | 0.5% | |
| 67.1 | 286 | 0.5% |
| Distinct count | 185 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 2223 |
| Missing (%) | 3.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 255.9960538 |
|---|---|
| Minimum | 79.37 |
| Maximum | 724.417 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 79.37 |
|---|---|
| 5-th percentile | 103.957 |
| Q1 | 164.905 |
| median | 241.219 |
| Q3 | 325.721 |
| 95-th percentile | 466.792 |
| Maximum | 724.417 |
| Range | 645.047 |
| Interquartile range (IQR) | 160.816 |
Descriptive statistics
| Standard deviation | 117.9646381 |
|---|---|
| Coefficient of variation (CV) | 0.4608064708 |
| Kurtosis | 0.8253244041 |
| Mean | 255.9960538 |
| Median Absolute Deviation (MAD) | 92.22099152 |
| Skewness | 0.883810867 |
| Sum | 14318115.29 |
| Variance | 13915.65584 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 152.783 | 370 | 0.6% | |
| 109.861 | 367 | 0.6% | |
| 103.957 | 355 | 0.6% | |
| 85.998 | 350 | 0.6% | |
| 233.07 | 349 | 0.6% | |
| 79.37 | 349 | 0.6% | |
| 261.899 | 349 | 0.6% | |
| 151.089 | 349 | 0.6% | |
| 245.465 | 348 | 0.6% | |
| 92.243 | 348 | 0.6% | |
| Other values (174) | 52397 | 90.1% | |
| (Missing) | 2223 | 3.8% |
| Value | Count | Frequency (%) | |
| 79.37 | 349 | 0.6% | |
| 85.755 | 305 | 0.5% | |
| 85.998 | 350 | 0.6% | |
| 86.06 | 347 | 0.6% | |
| 92.243 | 348 | 0.6% |
| Value | Count | Frequency (%) | |
| 724.417 | 296 | 0.5% | |
| 597.029 | 316 | 0.5% | |
| 561.494 | 291 | 0.5% | |
| 559.812 | 310 | 0.5% | |
| 557.793 | 69 | 0.1% |
| Distinct count | 137 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 1579 |
| Missing (%) | 2.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.764198851 |
|---|---|
| Minimum | 0.99 |
| Maximum | 30.53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0.99 |
|---|---|
| 5-th percentile | 2.42 |
| Q1 | 5.29 |
| median | 7.11 |
| Q3 | 10.08 |
| 95-th percentile | 16.52 |
| Maximum | 30.53 |
| Range | 29.54 |
| Interquartile range (IQR) | 4.79 |
Descriptive statistics
| Standard deviation | 3.875221117 |
|---|---|
| Coefficient of variation (CV) | 0.4991140994 |
| Kurtosis | 2.003638635 |
| Mean | 7.764198851 |
| Median Absolute Deviation (MAD) | 2.9695618 |
| Skewness | 1.094395018 |
| Sum | 439259.55 |
| Variance | 15.01733871 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2.42 | 3823 | 6.6% | |
| 7.11 | 2083 | 3.6% | |
| 3.94 | 1988 | 3.4% | |
| 10.08 | 1530 | 2.6% | |
| 11.62 | 1182 | 2.0% | |
| 6.05 | 1158 | 2.0% | |
| 7.2 | 898 | 1.5% | |
| 6.1 | 888 | 1.5% | |
| 9.74 | 663 | 1.1% | |
| 5.59 | 662 | 1.1% | |
| Other values (126) | 41700 | 71.7% | |
| (Missing) | 1579 | 2.7% |
| Value | Count | Frequency (%) | |
| 0.99 | 295 | 0.5% | |
| 1.82 | 276 | 0.5% | |
| 1.91 | 294 | 0.5% | |
| 2.42 | 3823 | 6.6% | |
| 2.5 | 290 | 0.5% |
| Value | Count | Frequency (%) | |
| 30.53 | 69 | 0.1% | |
| 22.02 | 293 | 0.5% | |
| 18.68 | 85 | 0.1% | |
| 17.72 | 309 | 0.5% | |
| 17.65 | 291 | 0.5% |
| Distinct count | 109 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 13980 |
| Missing (%) | 24.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.59081283 |
|---|---|
| Minimum | 0.1 |
| Maximum | 44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 1.9 |
| median | 6.3 |
| Q3 | 19.3 |
| 95-th percentile | 30.1 |
| Maximum | 44 |
| Range | 43.9 |
| Interquartile range (IQR) | 17.4 |
Descriptive statistics
| Standard deviation | 10.43008374 |
|---|---|
| Coefficient of variation (CV) | 0.9848237248 |
| Kurtosis | -0.1603150267 |
| Mean | 10.59081283 |
| Median Absolute Deviation (MAD) | 8.908706446 |
| Skewness | 0.9504101543 |
| Sum | 467838.566 |
| Variance | 108.7866468 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1.9 | 1351 | 2.3% | |
| 2 | 1256 | 2.2% | |
| 1 | 1002 | 1.7% | |
| 0.8 | 965 | 1.7% | |
| 0.3 | 951 | 1.6% | |
| 1.7 | 886 | 1.5% | |
| 1.6 | 863 | 1.5% | |
| 0.4 | 847 | 1.5% | |
| 2.8 | 680 | 1.2% | |
| 30.1 | 650 | 1.1% | |
| Other values (98) | 34723 | 59.7% | |
| (Missing) | 13980 | 24.0% |
| Value | Count | Frequency (%) | |
| 0.1 | 291 | 0.5% | |
| 0.2 | 616 | 1.1% | |
| 0.3 | 951 | 1.6% | |
| 0.4 | 847 | 1.5% | |
| 0.5 | 316 | 0.5% |
| Value | Count | Frequency (%) | |
| 44 | 294 | 0.5% | |
| 37.7 | 314 | 0.5% | |
| 35.3 | 318 | 0.5% | |
| 34.3 | 315 | 0.5% | |
| 34.2 | 317 | 0.5% |
| Distinct count | 125 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 14585 |
| Missing (%) | 25.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.64879421 |
|---|---|
| Minimum | 7.7 |
| Maximum | 78.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 7.7 |
|---|---|
| 5-th percentile | 13.5 |
| Q1 | 21.6 |
| median | 31.4 |
| Q3 | 41.1 |
| 95-th percentile | 53.3 |
| Maximum | 78.1 |
| Range | 70.4 |
| Interquartile range (IQR) | 19.5 |
Descriptive statistics
| Standard deviation | 13.45484355 |
|---|---|
| Coefficient of variation (CV) | 0.412108437 |
| Kurtosis | 0.2793497766 |
| Mean | 32.64879421 |
| Median Absolute Deviation (MAD) | 10.95967116 |
| Skewness | 0.5338999819 |
| Sum | 1422475.315 |
| Variance | 181.032815 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 24.7 | 1211 | 2.1% | |
| 16.5 | 933 | 1.6% | |
| 33.7 | 693 | 1.2% | |
| 31.4 | 675 | 1.2% | |
| 16.6 | 657 | 1.1% | |
| 37.8 | 655 | 1.1% | |
| 33.1 | 651 | 1.1% | |
| 34.8 | 649 | 1.1% | |
| 18.8 | 636 | 1.1% | |
| 30.9 | 617 | 1.1% | |
| Other values (114) | 36192 | 62.2% | |
| (Missing) | 14585 | 25.1% |
| Value | Count | Frequency (%) | |
| 7.7 | 297 | 0.5% | |
| 8.5 | 298 | 0.5% | |
| 9.9 | 302 | 0.5% | |
| 10.8 | 312 | 0.5% | |
| 11.4 | 290 | 0.5% |
| Value | Count | Frequency (%) | |
| 78.1 | 289 | 0.5% | |
| 76.1 | 309 | 0.5% | |
| 65.8 | 307 | 0.5% | |
| 58.3 | 340 | 0.6% | |
| 55.5 | 314 | 0.5% |
| Distinct count | 96 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 30183 |
| Missing (%) | 51.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.17904726 |
|---|---|
| Minimum | 1.188 |
| Maximum | 98.999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 1.188 |
|---|---|
| 5-th percentile | 4.617 |
| Q1 | 20.859 |
| median | 50.54 |
| Q3 | 83.241 |
| 95-th percentile | 95.803 |
| Maximum | 98.999 |
| Range | 97.811 |
| Interquartile range (IQR) | 62.382 |
Descriptive statistics
| Standard deviation | 31.78301314 |
|---|---|
| Coefficient of variation (CV) | 0.6210161157 |
| Kurtosis | -1.48316894 |
| Mean | 51.17904726 |
| Median Absolute Deviation (MAD) | 28.55728127 |
| Skewness | -0.07118323178 |
| Sum | 1431529.131 |
| Variance | 1010.159924 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 87.847 | 370 | 0.6% | |
| 90.67 | 367 | 0.6% | |
| 60.13 | 349 | 0.6% | |
| 85.847 | 348 | 0.6% | |
| 47.782 | 346 | 0.6% | |
| 66.229 | 344 | 0.6% | |
| 59.55 | 341 | 0.6% | |
| 78.463 | 341 | 0.6% | |
| 43.993 | 333 | 0.6% | |
| 89.827 | 326 | 0.6% | |
| Other values (85) | 24506 | 42.1% | |
| (Missing) | 30183 | 51.9% |
| Value | Count | Frequency (%) | |
| 1.188 | 295 | 0.5% | |
| 2.117 | 237 | 0.4% | |
| 2.735 | 305 | 0.5% | |
| 4.472 | 300 | 0.5% | |
| 4.617 | 297 | 0.5% |
| Value | Count | Frequency (%) | |
| 98.999 | 298 | 0.5% | |
| 97.719 | 314 | 0.5% | |
| 97.4 | 316 | 0.5% | |
| 97.164 | 306 | 0.5% | |
| 95.803 | 303 | 0.5% |
| Distinct count | 101 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 6746 |
| Missing (%) | 11.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.044428571 |
|---|---|
| Minimum | 0.1 |
| Maximum | 13.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 1.3 |
| median | 2.4 |
| Q3 | 4 |
| 95-th percentile | 7.454 |
| Maximum | 13.8 |
| Range | 13.7 |
| Interquartile range (IQR) | 2.7 |
Descriptive statistics
| Standard deviation | 2.475113869 |
|---|---|
| Coefficient of variation (CV) | 0.8129978455 |
| Kurtosis | 3.995374558 |
| Mean | 3.044428571 |
| Median Absolute Deviation (MAD) | 1.824456577 |
| Skewness | 1.761298317 |
| Sum | 156507.984 |
| Variance | 6.126188666 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.7 | 2042 | 3.5% | |
| 0.8 | 1822 | 3.1% | |
| 1.3 | 1768 | 3.0% | |
| 1.6 | 1556 | 2.7% | |
| 1.4 | 1307 | 2.2% | |
| 2.1 | 1251 | 2.2% | |
| 2.3 | 1236 | 2.1% | |
| 0.3 | 1233 | 2.1% | |
| 1.5 | 1207 | 2.1% | |
| 0.9 | 1168 | 2.0% | |
| Other values (90) | 36818 | 63.3% | |
| (Missing) | 6746 | 11.6% |
| Value | Count | Frequency (%) | |
| 0.1 | 286 | 0.5% | |
| 0.2 | 291 | 0.5% | |
| 0.3 | 1233 | 2.1% | |
| 0.4 | 301 | 0.5% | |
| 0.5 | 901 | 1.5% |
| Value | Count | Frequency (%) | |
| 13.8 | 311 | 0.5% | |
| 13.05 | 349 | 0.6% | |
| 12.27 | 350 | 0.6% | |
| 11 | 312 | 0.5% | |
| 8.8 | 308 | 0.5% |
| Distinct count | 179 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 630 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.15292469 |
|---|---|
| Minimum | 53.28 |
| Maximum | 86.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 53.28 |
|---|---|
| 5-th percentile | 59.29 |
| Q1 | 67.44 |
| median | 74.62 |
| Q3 | 78.73 |
| 95-th percentile | 83.44 |
| Maximum | 86.75 |
| Range | 33.47 |
| Interquartile range (IQR) | 11.29 |
Descriptive statistics
| Standard deviation | 7.547318826 |
|---|---|
| Coefficient of variation (CV) | 0.1031717988 |
| Kurtosis | -0.3772306899 |
| Mean | 73.15292469 |
| Median Absolute Deviation (MAD) | 6.118349112 |
| Skewness | -0.5922765598 |
| Sum | 4208048.84 |
| Variance | 56.96202145 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 76.88 | 917 | 1.6% | |
| 72.58 | 689 | 1.2% | |
| 75.05 | 673 | 1.2% | |
| 76.68 | 654 | 1.1% | |
| 81.32 | 646 | 1.1% | |
| 77.29 | 621 | 1.1% | |
| 71.72 | 605 | 1.0% | |
| 72.06 | 605 | 1.0% | |
| 61.58 | 581 | 1.0% | |
| 73 | 395 | 0.7% | |
| Other values (168) | 51138 | 87.9% | |
| (Missing) | 630 | 1.1% |
| Value | Count | Frequency (%) | |
| 53.28 | 296 | 0.5% | |
| 54.24 | 292 | 0.5% | |
| 54.33 | 237 | 0.4% | |
| 54.69 | 312 | 0.5% | |
| 54.7 | 280 | 0.5% |
| Value | Count | Frequency (%) | |
| 86.75 | 311 | 0.5% | |
| 84.97 | 313 | 0.5% | |
| 84.86 | 71 | 0.1% | |
| 84.63 | 349 | 0.6% | |
| 83.78 | 347 | 0.6% |
| Distinct count | 159 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 2558 |
| Missing (%) | 4.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7160333477 |
|---|---|
| Minimum | 0.354 |
| Maximum | 0.953 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 454.5 KiB |
Quantile statistics
| Minimum | 0.354 |
|---|---|
| 5-th percentile | 0.437 |
| Q1 | 0.591 |
| median | 0.75 |
| Q3 | 0.843 |
| 95-th percentile | 0.931 |
| Maximum | 0.953 |
| Range | 0.599 |
| Interquartile range (IQR) | 0.252 |
Descriptive statistics
| Standard deviation | 0.1537583148 |
|---|---|
| Coefficient of variation (CV) | 0.2147362483 |
| Kurtosis | -0.8187284388 |
| Mean | 0.7160333477 |
| Median Absolute Deviation (MAD) | 0.1283005905 |
| Skewness | -0.4360584695 |
| Sum | 39808.59 |
| Variance | 0.02364161936 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.757 | 943 | 1.6% | |
| 0.903 | 695 | 1.2% | |
| 0.755 | 677 | 1.2% | |
| 0.699 | 674 | 1.2% | |
| 0.752 | 659 | 1.1% | |
| 0.694 | 657 | 1.1% | |
| 0.916 | 643 | 1.1% | |
| 0.741 | 642 | 1.1% | |
| 0.847 | 629 | 1.1% | |
| 0.858 | 622 | 1.1% | |
| Other values (148) | 48755 | 83.8% | |
| (Missing) | 2558 | 4.4% |
| Value | Count | Frequency (%) | |
| 0.354 | 291 | 0.5% | |
| 0.367 | 296 | 0.5% | |
| 0.388 | 275 | 0.5% | |
| 0.404 | 292 | 0.5% | |
| 0.417 | 280 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.953 | 316 | 0.5% | |
| 0.944 | 347 | 0.6% | |
| 0.939 | 345 | 0.6% | |
| 0.938 | 311 | 0.5% | |
| 0.936 | 344 | 0.6% |
First rows
| iso_code | continent | location | date | total_cases | new_cases | new_cases_smoothed | total_deaths | new_deaths | new_deaths_smoothed | total_cases_per_million | new_cases_per_million | new_cases_smoothed_per_million | total_deaths_per_million | new_deaths_per_million | new_deaths_smoothed_per_million | reproduction_rate | icu_patients | icu_patients_per_million | hosp_patients | hosp_patients_per_million | weekly_icu_admissions | weekly_icu_admissions_per_million | weekly_hosp_admissions | weekly_hosp_admissions_per_million | new_tests | total_tests | total_tests_per_thousand | new_tests_per_thousand | new_tests_smoothed | new_tests_smoothed_per_thousand | positive_rate | tests_per_case | tests_units | total_vaccinations | total_vaccinations_per_hundred | stringency_index | population | population_density | median_age | aged_65_older | aged_70_older | gdp_per_capita | extreme_poverty | cardiovasc_death_rate | diabetes_prevalence | female_smokers | male_smokers | handwashing_facilities | hospital_beds_per_thousand | life_expectancy | human_development_index | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | AFG | Asia | Afghanistan | 2020-02-24 | 1.0 | 1.0 | NaN | NaN | NaN | NaN | 0.026 | 0.026 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 8.33 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | NaN | 597.029 | 9.59 | NaN | NaN | 37.746 | 0.5 | 64.83 | 0.498 |
| 1 | AFG | Asia | Afghanistan | 2020-02-25 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | 0.026 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 8.33 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | NaN | 597.029 | 9.59 | NaN | NaN | 37.746 | 0.5 | 64.83 | 0.498 |
| 2 | AFG | Asia | Afghanistan | 2020-02-26 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | 0.026 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 8.33 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | NaN | 597.029 | 9.59 | NaN | NaN | 37.746 | 0.5 | 64.83 | 0.498 |
| 3 | AFG | Asia | Afghanistan | 2020-02-27 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | 0.026 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 8.33 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | NaN | 597.029 | 9.59 | NaN | NaN | 37.746 | 0.5 | 64.83 | 0.498 |
| 4 | AFG | Asia | Afghanistan | 2020-02-28 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | 0.026 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 8.33 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | NaN | 597.029 | 9.59 | NaN | NaN | 37.746 | 0.5 | 64.83 | 0.498 |
| 5 | AFG | Asia | Afghanistan | 2020-02-29 | 1.0 | 0.0 | 0.143 | NaN | NaN | 0.0 | 0.026 | 0.000 | 0.004 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 8.33 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | NaN | 597.029 | 9.59 | NaN | NaN | 37.746 | 0.5 | 64.83 | 0.498 |
| 6 | AFG | Asia | Afghanistan | 2020-03-01 | 1.0 | 0.0 | 0.143 | NaN | NaN | 0.0 | 0.026 | 0.000 | 0.004 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 27.78 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | NaN | 597.029 | 9.59 | NaN | NaN | 37.746 | 0.5 | 64.83 | 0.498 |
| 7 | AFG | Asia | Afghanistan | 2020-03-02 | 1.0 | 0.0 | 0.000 | NaN | NaN | 0.0 | 0.026 | 0.000 | 0.000 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 27.78 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | NaN | 597.029 | 9.59 | NaN | NaN | 37.746 | 0.5 | 64.83 | 0.498 |
| 8 | AFG | Asia | Afghanistan | 2020-03-03 | 2.0 | 1.0 | 0.143 | NaN | NaN | 0.0 | 0.051 | 0.026 | 0.004 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 27.78 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | NaN | 597.029 | 9.59 | NaN | NaN | 37.746 | 0.5 | 64.83 | 0.498 |
| 9 | AFG | Asia | Afghanistan | 2020-03-04 | 4.0 | 2.0 | 0.429 | NaN | NaN | 0.0 | 0.103 | 0.051 | 0.011 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 27.78 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | NaN | 597.029 | 9.59 | NaN | NaN | 37.746 | 0.5 | 64.83 | 0.498 |
Last rows
| iso_code | continent | location | date | total_cases | new_cases | new_cases_smoothed | total_deaths | new_deaths | new_deaths_smoothed | total_cases_per_million | new_cases_per_million | new_cases_smoothed_per_million | total_deaths_per_million | new_deaths_per_million | new_deaths_smoothed_per_million | reproduction_rate | icu_patients | icu_patients_per_million | hosp_patients | hosp_patients_per_million | weekly_icu_admissions | weekly_icu_admissions_per_million | weekly_hosp_admissions | weekly_hosp_admissions_per_million | new_tests | total_tests | total_tests_per_thousand | new_tests_per_thousand | new_tests_smoothed | new_tests_smoothed_per_thousand | positive_rate | tests_per_case | tests_units | total_vaccinations | total_vaccinations_per_hundred | stringency_index | population | population_density | median_age | aged_65_older | aged_70_older | gdp_per_capita | extreme_poverty | cardiovasc_death_rate | diabetes_prevalence | female_smokers | male_smokers | handwashing_facilities | hospital_beds_per_thousand | life_expectancy | human_development_index | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 58144 | ZWE | Africa | Zimbabwe | 2020-12-11 | 11162.0 | 81.0 | 87.857 | 306.0 | 1.0 | 3.571 | 750.996 | 5.450 | 5.911 | 20.588 | 0.067 | 0.240 | 1.19 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1444.0 | 184964.0 | 12.445 | 0.097 | 1435.0 | 0.097 | 0.061 | 16.3 | tests performed | NaN | NaN | 67.59 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 21.4 | 307.846 | 1.82 | 1.6 | 30.7 | 36.791 | 1.7 | 61.49 | 0.535 |
| 58145 | ZWE | Africa | Zimbabwe | 2020-12-12 | 11219.0 | 57.0 | 86.000 | 307.0 | 1.0 | 2.286 | 754.831 | 3.835 | 5.786 | 20.655 | 0.067 | 0.154 | 1.19 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1364.0 | 186328.0 | 12.536 | 0.092 | 1405.0 | 0.095 | 0.061 | 16.3 | tests performed | NaN | NaN | 67.59 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 21.4 | 307.846 | 1.82 | 1.6 | 30.7 | 36.791 | 1.7 | 61.49 | 0.535 |
| 58146 | ZWE | Africa | Zimbabwe | 2020-12-13 | 11246.0 | 27.0 | 75.429 | 307.0 | 0.0 | 2.286 | 756.648 | 1.817 | 5.075 | 20.655 | 0.000 | 0.154 | 1.19 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1187.0 | 187515.0 | 12.616 | 0.080 | 1496.0 | 0.101 | 0.050 | 19.8 | tests performed | NaN | NaN | 67.59 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 21.4 | 307.846 | 1.82 | 1.6 | 30.7 | 36.791 | 1.7 | 61.49 | 0.535 |
| 58147 | ZWE | Africa | Zimbabwe | 2020-12-14 | 11358.0 | 112.0 | 74.143 | 309.0 | 2.0 | 2.143 | 764.183 | 7.536 | 4.988 | 20.790 | 0.135 | 0.144 | 1.20 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1626.0 | 189141.0 | 12.726 | 0.109 | 1547.0 | 0.104 | 0.048 | 20.9 | tests performed | NaN | NaN | 67.59 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 21.4 | 307.846 | 1.82 | 1.6 | 30.7 | 36.791 | 1.7 | 61.49 | 0.535 |
| 58148 | ZWE | Africa | Zimbabwe | 2020-12-15 | 11522.0 | 164.0 | 87.143 | 310.0 | 1.0 | 1.000 | 775.217 | 11.034 | 5.863 | 20.857 | 0.067 | 0.067 | 1.20 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 559.0 | 189700.0 | 12.763 | 0.038 | 1346.0 | 0.091 | 0.065 | 15.4 | tests performed | NaN | NaN | 67.59 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 21.4 | 307.846 | 1.82 | 1.6 | 30.7 | 36.791 | 1.7 | 61.49 | 0.535 |
| 58149 | ZWE | Africa | Zimbabwe | 2020-12-16 | 11749.0 | 227.0 | 106.000 | 313.0 | 3.0 | 1.286 | 790.490 | 15.273 | 7.132 | 21.059 | 0.202 | 0.087 | 1.20 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1352.0 | 191052.0 | 12.854 | 0.091 | 1319.0 | 0.089 | 0.080 | 12.4 | tests performed | NaN | NaN | 67.59 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 21.4 | 307.846 | 1.82 | 1.6 | 30.7 | 36.791 | 1.7 | 61.49 | 0.535 |
| 58150 | ZWE | Africa | Zimbabwe | 2020-12-17 | 11866.0 | 117.0 | 112.143 | 314.0 | 1.0 | 1.286 | 798.362 | 7.872 | 7.545 | 21.126 | 0.067 | 0.087 | 1.20 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1959.0 | 193011.0 | 12.986 | 0.132 | 1356.0 | 0.091 | 0.083 | 12.1 | tests performed | NaN | NaN | 67.59 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 21.4 | 307.846 | 1.82 | 1.6 | 30.7 | 36.791 | 1.7 | 61.49 | 0.535 |
| 58151 | ZWE | Africa | Zimbabwe | 2020-12-18 | 12047.0 | 181.0 | 126.429 | 316.0 | 2.0 | 1.429 | 810.540 | 12.178 | 8.506 | 21.261 | 0.135 | 0.096 | 1.20 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2155.0 | 195166.0 | 13.131 | 0.145 | 1457.0 | 0.098 | 0.087 | 11.5 | tests performed | NaN | NaN | 69.44 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 21.4 | 307.846 | 1.82 | 1.6 | 30.7 | 36.791 | 1.7 | 61.49 | 0.535 |
| 58152 | ZWE | Africa | Zimbabwe | 2020-12-19 | 12151.0 | 104.0 | 133.143 | 318.0 | 2.0 | 1.571 | 817.537 | 6.997 | 8.958 | 21.396 | 0.135 | 0.106 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1581.0 | 196747.0 | 13.237 | 0.106 | 1488.0 | 0.100 | 0.089 | 11.2 | tests performed | NaN | NaN | 69.44 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 21.4 | 307.846 | 1.82 | 1.6 | 30.7 | 36.791 | 1.7 | 61.49 | 0.535 |
| 58153 | ZWE | Africa | Zimbabwe | 2020-12-20 | 12325.0 | 174.0 | 154.143 | 320.0 | 2.0 | 1.857 | 829.244 | 11.707 | 10.371 | 21.530 | 0.135 | 0.125 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2144.0 | 198891.0 | 13.382 | 0.144 | 1625.0 | 0.109 | 0.095 | 10.5 | tests performed | NaN | NaN | 69.44 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 21.4 | 307.846 | 1.82 | 1.6 | 30.7 | 36.791 | 1.7 | 61.49 | 0.535 |